Grouped by what kind of tool it is, so same-shelf tools answer the same three questions and can be compared directly: what it is, when you’d pick it over its neighbours, and what makes it different. A tool that belongs on several shelves appears on each of them.

Chat assistants

General-purpose AI you converse with — research, planning, writing.

ChatGPT

24 session moments

OpenAI's assistant — the course's default thinking and planning surface, and the tool every mechanism gets demonstrated on.

Pick this when: Planning, brainstorming and turning a vague idea into a spec — the BC2 trainer's stated default for that work, even though he lives in Claude for connectors.

Reads screenshots well enough to turn competitor pricing pages into a feature map

Apps (its MCP equivalent) connect Canva, Figma and Spotify from the browser

The reference surface for the whole course: tokenization, hallucination and prompting were all demonstrated here

Full entry →

Claude

18 session moments

Anthropic's assistant — the course's pick once work involves your real files, calendar and tools.

Pick this when: The task needs to touch your actual world (connectors) or produce careful structured output — vs ChatGPT for open-ended planning.

Desktop connectors reach your local filesystem and CPU, which browser-based rivals cannot

Skills: reusable .md instruction packages that can also call tools

Connector reliability the trainer scored ~7/10 in daily use, against ~4/10 for ChatGPT apps

Full entry →

Gemini

8 session moments

Google's assistant and model family — huge context, deep Google-app gravity, and gems as saved custom assistants.

Pick this when: You need a very large context window cheaply, or you're already living in Google Workspace.

Context windows around 1M tokens, which makes whole-document work practical

Gems: saved custom assistants, the natural home for a meta prompt in Google's world

Gemini 3 Flash proved the cheap-and-fast option for voice agents in BC6

Full entry →

Google AI Studio

1 session moment

A free playground on Gemini with a 1M-token window and a visible token counter — the course's build bench for prompt work.

Pick this when: You have a big document to process once and don't want to spend paid tokens doing it — the trainer builds his meta prompt here for exactly that reason.

Visible token counter — you watch a 38k-token PDF land, which teaches context spend better than any explanation

1M context on a free account

No subscription needed to do serious one-off document work

Full entry →

OpenClaw

6 session moments

The open-source always-on agent runtime — an OS for a personal AI employee that you deploy to a VPS, design with md files, and talk to over Telegram.

Pick this when: You want a proactive 24/7 assistant (schedules, heartbeats, channel inboxes) that YOU design and host — not another chat app you have to open.

Proactive, not reactive: triggers (timers, calendar events, heartbeats, messages) make the agent come to you

The md-file design surface — user/identity/soul/memory + tools/heartbeat/bootstrap — turns setup into agent DESIGN

Runs anywhere (local, Hetzner, Hostinger 1-click, Railway template) with model routing across providers

Full entry →

Perplexity

16 session moments

A search-first assistant — answers grounded in live web results with sources attached.

Pick this when: The question is about the current state of the world and you want citations rather than recall.

Search-grounded by default, so freshness isn't something you have to ask for

Used in the course as a spec-checker: paste laptop specs, ask which local model variant fits

Full entry →

Every moment on this shelf (80)
ToolCoverageMomentContext
ChatGPT
Session 5: Mastering Lead Generation
demonstrated1:39:51The ICP research chain: capability → ranked industries → titles/size/geo/keywords → final targeting spec merge
ChatGPT
Session 7: The Outreach Engine
demonstrated0:55:42Projects + Sources as the skill runtime: attach skill.md, prompt with your service, get the offer
ChatGPT
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated1:02:17The discovery engine: MCP lookup, design top-10, install commands
ChatGPT
Session 16: GitHub 101 — Fundamentals & Essentials
demonstrated1:21:05Escape-room ideation (20 themed variations) and the Lovable build prompt; conversation link shared with the cohort
ChatGPT
Session 17: Facebook Ads Competitor Research & Replication
demonstrated1:09:06Split-screen code generator for every code node, the Apify curl, the JSON parsing, the ad-generation system prompt, and live debugging; trainer's paid subscription
ChatGPT
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedDesktop app; project-folder context binding ritual repeated ('drag the chat inside')
ChatGPT
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedDesktop app: projects, drag-chat-into-folder context binding, terminal button shown to a learner
ChatGPT
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedDesktop app hosting the project; Files tree explored
ChatGPT
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedDesktop app hosting the AuthReady project; folder-tree visibility gap puzzled over live
ChatGPT
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedDesktop app hosting the Codex project ('Talent Lens')
ChatGPT
Basecamp 1: Prompting & RAGs
demonstrated0:37:24Tokenization visualization, hallucination demo ('Claude Juggernaut'), bad vs personalized diet-plan prompting
ChatGPT
Basecamp 2: Vibe Coding
demonstrated0:54:17Whole planning layer: feature extraction from pricing screenshots, MVP definition, PRD, and Lovable-ready prompt generation; trainer's current brainstorming default over Claude
ChatGPT
Basecamp 5: MCP
demonstrated2:23:07Rival connector ecosystem; apps feature ~5-6 months old per trainer, reliability ~4/10 vs Claude 7/10
ChatGPT
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
demonstratedHis custom prompt digests the questionnaire and feeds the sitemap step
ChatGPT
Chapter 5a: The Client Build — Discovery to Direction with Lucy's Bakery
demonstratedRole-primed sitemap cross-check; section-copy drafting with the anti-copywriter re-prompt
ChatGPT
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
demonstratedCopy drafting and palette-constrained image generation - 'I would even start here these days'
ChatGPT
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
demonstratedThe patient-technical-partner starter prompt: one command at a time, screenshots back — and the live rookie-mistake catch
ChatGPT
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
demonstratedThe same-prompt-twice non-determinism demo
Claude
Session 7: The Outreach Engine
demonstrated0:59:48Same skill-creation flow shown in Claude for learners who asked; also his helper for DNS redirects and the Listmonk cold-email hack
Claude
Session 8: The Conversion Playbook
demonstrated0:50:58Wrote the business description (Opus 4.8, with web-scrape), the ICP fields, and the full 4-email sequence with sequence-builder + Humanizer skills; hallucinated an ICP once under long context
Claude
Basecamp 3: Introduction to n8n — I
demonstrated1:18:41Skill→system-prompt conversion, workflow mind maps, n8n JSON generation (Sonnet 4.6 — missed native Firecrawl nodes)
Claude
Basecamp 4: Introduction to n8n — II
demonstrated0:28:51Workflow mind map, JSON schema generation, humanizer-skill → system prompt, Lovable mega-prompt from attached workflow JSON (Sonnet; free-tier daily limit hit live)
Claude
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
demonstratedSonnet 4.5 as the live demo's LLM judge
Claude (browser extension)
Session 2: How to Plan, Scope and Sell your AI Projects
demonstrated0:41:09Summarized a 295-comment thread into 'painful problems people are discussing' — the research multiplier
Claude / Anthropic API
Session 6: Building an AI-Powered Lead Gen Machine
demonstrated2:16:31Drafted the analyst system prompt; preferred for signal analysis ('OpenAI can hallucinate more given lots of data'); live credit-balance failure swapped it out
Claude / ChatGPT
Basecamp 6: Voice Agents
demonstrated2:51:27n8n expression generation, IANA timezone lookup, post-call description drafting, and the discovery-form → first-draft-prompt meta workflow
Claude-Mem
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedAutomated memory capture; '91% reduction from reuse' shown on the model-council repo — 'the best unlock'
Gemini
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
demonstrated3.5 Flash as the launch model — speed positioning, quota tiers, bundled Claude access
Gemini (Flash)
Session 6: Building an AI-Powered Lead Gen Machine
demonstrated1:39:45Website-intelligence station: analyze the domain for what they sell, to whom, priorities, language
Gemini (Nano Banana)
Session 17: Facebook Ads Competitor Research & Replication
demonstrated1:29:26Nano Banana — Google's image model — generated a Kenco product shot, compared against ChatGPT's for contrast; the cohort ultimately picked learner Sayed's image instead ('Sayed GPT')
Gemini / AI Studio
Session 3: Building Elegant Landing Pages
demonstrated1:06:49Video generation for the hero workflow (free tier carried the demo); AI Studio + API key removes the watermark; video model heard as 'Omni' (unverified)
Gemini 3 Flash
Basecamp 6: Voice Agents
demonstrated1:09:54His default voice LLM — ~half GPT-4.1's cost, faster, visibly dropped cost and latency on selection
Google AI Studio
Basecamp 1: Prompting & RAGs
demonstrated1:53:38Meta prompt built live; free tier, 1M context, visible token counter (38k tokens consumed by uploaded guide)
Haiku (Claude model)
Basecamp 5: MCP
demonstrated1:56:37Recommended over Sonnet 4.6 on free plans — faster, cheaper, more tokens; 'Haiku 4.5' cited for retries
OpenClaw
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
demonstratedThe subject: runtime installed via Hostinger 1-click, designed live with documents and a pasted skill
OpenClaw
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
demonstratedSelf-managed on VPS: token anatomy, skills panel, multi-agent workspaces, the Duma lead agent
Perplexity
Session 5: Mastering Lead Generation
demonstrated1:47:59Live cited lookup of current Sales Navigator filter names — the antidote to ChatGPT's stale training data
Perplexity
AI Sprint: The Open Source Playbook — Day 1 (Licenses, Open Weights, and Why Open Isn't Free)
demonstratedThe live open-source triage tool: n8n check, model-tier lookups, technical-term homework
Perplexity
AI Sprint: The Open Source Playbook — Day 2 (Weights 101, OpenCode, and the Subsidy Math)
demonstratedThe model-council feature being rebuilt; also the assigned lookup tool for technical terms
ChatGPT
Session 1: Getting your first Client
explained1:01:22The market-validation research partner: top-5 pain prompts, niche ranking ('what companies rely on cold email?' → recruiting), TAM and gap questions
ChatGPT
Practice Lab: Six Confidence-Building Projects
explainedProject 6's Custom GPT/Project home
ChatGPT
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedNamed across sessions as general assistant, Custom GPT builder (paid plan required in the source snapshot), and voice-mode rehearsal surface
Claude
Session 1: Getting your first Client
explained2:38:52Offer-crafting partner: 'take this session's transcript, dump it into Claude, iterate your offer'; also between-calls solution design from recorded discovery calls
Claude
Basecamp 1: Prompting & RAGs
explained1:43:28Thinking modes as built-in CoT; skills vs RAG distinction in Q&A (2:30:13); trainer shifted from ChatGPT to Claude for connectors
Claude
Beginner Glossary (30 terms) + I'm Stuck Guides (23)
explainedWorkspace terms defined (Project, instructions, knowledge file, artifact, Skill); chat-vs-memory-vs-Project and Skills-vs-instructions guides
Claude
Practice Lab: Six Confidence-Building Projects
explainedProject 5's Project build (factored knowledge, XML instructions) and project 1's artifact option
Claude
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedProjects (free alternative to Custom GPTs in the source snapshot), data-analysis dashboards, Research, and Claude Design for presentations
Claude
Workbooks 1–5: Guided Builds with Completion Proof
explainedWorkbooks 1 & 3: artifacts (three Visuals toggles as hard checkpoint), AI-powered artifacts, Projects with custom instructions
Perplexity
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
explainedThe model-council feature being rebuilt — 'charging $200 for this'
Perplexity
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
explainedSonar (Perplexity's search model) replaces Google entirely — the better-Perplexity built on Perplexity
ChatGPT
Beginner Glossary (30 terms) + I'm Stuck Guides (23)
mentionedNamed in the paid-plan token guide and tool-selection guide
Claude
Session 17: Facebook Ads Competitor Research & Replication
mentioned2:24:38'Opus 5 just released, and I think it's also really smart' — endorsed as an alternative code generator to ChatGPT
Claude
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
mentionedReached for in the handwriting demo when ChatGPT upload stalled
Claude
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedAcross levels: Projects (L2 managed RAG), Claude Code (L4/L5), Cowork and Claude in Chrome (L4 consumer agents), the nine-surface ecosystem snapshot
Claude
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
mentionedThe Mythos drop + Carlini/OpenBSD story frames the sprint; Anthropic's $30B run-rate cited as-heard
Gemini
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentionedDharmesh's admired UI turned out to be Gemini output, no skill involved
Gemini
Basecamp 1: Prompting & RAGs
mentioned2:32:15Custom gems as meta-prompt containers
Gemini
Basecamp 5: MCP
mentioned2:25:09No connectors yet at session time
Gemini
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedNamed among assistants; Gems as the saved-assistant equivalent (limited in source snapshot); Nano Banana image family in session 5
Gemini (Flash)
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned1:16:47'Gemini 2.5 flash will do it' for the goal-parsing seat — cheap-tier example
Gemini / ChatGPT
Session 2: How to Plan, Scope and Sell your AI Projects
mentioned0:16:25Selfie → professional headshot; banner generation; ChatGPT as the AEO citation engine
Gemini CLI
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned2:13:03Cost alternative — 'even on free tier'
Grok
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedVideo generation in the audience content-automation demo
Grok / Gemini / ChatGPT
Basecamp 3: Introduction to n8n — I
mentioned1:30:55Cloud-model roster in the chat-model node; Grok-OpenAI legal battle quip
M365 Copilot
Basecamp 1: Prompting & RAGs
mentioned0:27:12Trainer's product team; teased Claude integration 'coming in' (insider claim, unverified)
OpenClaw
Session 14: Claude Code — Advanced Workflows
mentioned1:19:23Formerly 'Clawd' until Anthropic's trademark action; its ClawdHub was the injection incident
OpenClaw
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned0:40:04Daily zero-cost driver with Hermes on GLM 5.2 (as heard): sheets, bookings, Meet links; also credited with waking the market up to agent memory
OpenClaw
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedSame autonomous-agent category contrast; swarm comparison later
OpenClaw
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedThe rate-limit case study: 'Anthropic rate-limited OpenClaw'
Perplexity
Session 2: How to Plan, Scope and Sell your AI Projects
mentioned0:32:42'Where are real estate agents hanging out?' — niche channel research
Perplexity
Session 10: Building on Cursor & connect with AI workflows
mentioned2:12:11The unstick move for any service setup: 'I am trying to do X, I am stuck here'
Perplexity
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentionedSonar API named and declined: 'I didn't find it that great'
Perplexity
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
mentionedSonar API named on the scraping side of the divide
Perplexity
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
mentionedThe interface pattern being cloned ('internal Perplexity')
Perplexity
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
mentionedNamed among the answer engines ('wrappers like Perplexity') whose bots the file layer admits
Perplexity
Basecamp 2: Vibe Coding
mentioned2:17:21Screenshot-a-problem debugging companion alongside ChatGPT
Perplexity
Basecamp 3: Introduction to n8n — I
mentioned2:11:46Paste laptop specs, ask which local model variant fits
Perplexity
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedComet agentic browser (toolkit #10) — crawl-your-own-profile pattern feeding the interview rehearsal
Perplexity
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
mentioned'If your question starts with does Hermes—, ask Perplexity' — the training-wheels boundary
Perplexity
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedThe benchmark Superplexity aims to advance

Coding agents & editors

AI that writes and runs code on your machine, and the editors that host it.

Antigravity

10 session moments

Google's agentic coding environment, driven by Gemini.

Pick this when: You're already in Google's model ecosystem and want its coding agent — the course treats it as a third option, not a first choice.

Gemini-native, so it inherits Google's long context

Used in BC4 to generate the example markdown and JSON files for the file-format lesson

Full entry →

Claude Code

29 session moments

Anthropic's terminal coding agent — it reads your repo, writes across files, runs commands, and iterates until the thing works.

Pick this when: The project has outgrown a vibe-coding platform and you want depth, repo awareness and parallel sessions — vs Cursor's editor-first feel or Codex's stronger back-end bias.

Clones and takes over an existing repo — the documented graduation path out of Lovable

Runs several sessions in parallel on different workstreams (the BC2 trainer's team runs 3-4)

MCP-aware, so connectors like Supabase or a filesystem make its work conversational

Full entry →

Claude Cowork

4 session moments

Claude's desktop workspace for file and task work — described in the course as a UI wrapper over Claude Code.

Pick this when: The work is on your own machine, needs judgement rather than a fixed pipeline, and you'll be present for it.

Runs recurring scheduled tasks without you building a workflow

Full file access plus a sandboxed shell in one place

No workflow to author — you describe the task instead of drawing it

Full entry →

Codex (OpenAI)

21 session moments

OpenAI's coding agent, run at GPT-5.5 'extra high' — the course's pick when back-end correctness matters more than looks.

Pick this when: You need generated config or back-end code to be right first time — it produced the only n8n JSON with native Firecrawl nodes when Claude missed them.

Reasoning effort is a dial you turn up — 'extra high' was the setting that won both BC3 and BC4 comparisons

Live preview while building

Strong at structured output (JSON, workflow definitions) where a near-miss is a broken artifact

Full entry →

Cursor

13 session moments

An AI-first code editor — a familiar VS Code surface with an agent living inside it.

Pick this when: You want to stay in an editor and see every diff as it lands, rather than conversing with a terminal agent.

Ships its own fast model, so quick edits don't cost premium tokens

Free tier is usable as a plain editor — no subscription needed to try it

Editor-native: the agent works where you already read code

Full entry →

VS Code

7 session moments

The free editor that hosts everything else — terminal, git, and whichever coding agent you've chosen.

Pick this when: Always, as the substrate. It's the trainer's daily editor precisely because it's free and neutral.

Free, and the default host for Claude Code in the course's local stack

Integrated terminal is where git clone and the whole local workflow happen

Full entry →

Every moment on this shelf (85)
ToolCoverageMomentContext
Antigravity
Session 14: Claude Code — Advanced Workflows
demonstrated0:15:26Google's VS Code-fork IDE, used only as a host for the Claude Code extension
Antigravity
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
demonstrated0:58:25Bill-splitter built via instruction-loop ('work in a loop and don't stop until it's done') with self-written verification plan — loop behavior without /goal
Antigravity
Basecamp 4: Introduction to n8n — II
demonstrated1:07:31Used with Gemini to generate the example markdown and JSON files for the format lesson
Antigravity
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedEditor mode as mirror (hidden dot-folders) + agent manager as the proven backup during the Claude outage
Antigravity
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedMirror + warm standby again; 'whenever my Claude fails, I go to my memory and pick it forward'
Antigravity
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
demonstratedAll four products toured; Antigravity 2 is the build surface: slash commands, skills, hooks, swarm, scheduler, browser
Claude Code
Session 3: Building Elegant Landing Pages
demonstrated0:11:41Shown for contrast: chat/cowork/code surfaces confusing to beginners; lacks the in-app browser; his former $200 daily driver
Claude Code
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
demonstrated0:12:37All three installs, modes, effort slider, commands, context files, skills folder, connectors — the full orientation
Claude Code
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated0:37:26Desktop app throughout — modes, plan comments, /init, /compact, context readout, plugins UI; terminal deliberately avoided
Claude Code
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated0:09:47Terminal on macOS; Opus 4.8 orchestrator, 1M context; /context, /usage, /skills; sub agents and skills created conversationally
Claude Code
Session 14: Claude Code — Advanced Workflows
demonstrated0:11:24All three interfaces shown; terminal is the session's home — plan mode, effort, sub agents, /goal, /btw, /usage
Claude Code
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
demonstrated0:52:19The session's engine: /goal runs, hidden-test loop, auto mode + /remote-control from the phone, /agents view, plugins (his Forge, superpowers, NEM), custom /run-lab command pattern
Claude Code
Session 24: Building a Marketing OS — Sector-Agnostic Command Center on an Open-Source Stack
demonstratedOpus 5 attempt — rogue Playwright, bad output, retired via handover document; enterprise-adoption color kept
Claude Code
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedTerminal-first agent; /login /usage /model drilled; Opus-for-planning rationing; the mid-session outage and recovery
Claude Code
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedThe full advanced setup: CLAUDE.md/memory.md, superpowers + UI UX Pro Max orchestration, sub-agents, --dangerously-skip-permissions, live token metering
Claude Code
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
demonstratedThe constant comparison object — opened live in terminal; 'plan with Claude, build with Antigravity'
Claude Code
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
demonstratedInstalled INSIDE the server as the configuration translator — skills, fallbacks, gateway restarts by conversation; his Max subscription
Claude Code
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedThe planner: Opus + superpowers brainstorming/writing-plans; the four-usage-limit war story motivates the split
Codex
Session 7: The Outreach Engine
demonstrated0:45:35Built both skills live ('GPT 5.5 extra high'); chosen because it writes files straight to his desktop — also organizes his desktop weekly
Codex
Session 8: The Conversion Playbook
demonstrated1:16:34Rebuilt his live /consulting page mid-session, created the /coaching short redirect, installed the tracking pixel (head injection), built the ICP-finder skill — all pushed live via GitHub
Codex
Session 14: Claude Code — Advanced Workflows
demonstrated0:09:22His own studio shown: one autonomous 1d 1h 17m run on 'GPT 5.6 Sol' (as heard); YouTube API auto-publish configured
Codex
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
demonstrated2:49:59/goal available; /loop not (as stated); starring as the different-model JUDGE in his graph — agent-evals bias argument
Codex
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
demonstratedThe working agent throughout — skills, audits, fixes, the tool build; GPT-5.6 tier switching live
Codex
Session 24: Building a Marketing OS — Sector-Agnostic Command Center on an Open-Source Stack
demonstratedThe recovering agent: reads the handover, one-shots the mini-site + Velora build, drives PostHog/dashboard integration
Codex (OpenAI)
Session 3: Building Elegant Landing Pages
demonstrated0:09:38The session's workbench end-to-end: projects, GPT-5.5 reasoning tiers, files/browser/terminal panel, git auto-tracking, skill installs, automations, plugins; his team migrating to it from Claude Code
Codex (OpenAI)
Session 4: How to Build Micro Prototypes
demonstrated1:37:55Open-existing-folder projects, 'enable git and push', run-the-server local preview (localhost:8080), commit/rollback demo, prompt queueing, multiple windows (4 apps at once)
Codex (OpenAI)
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedGPT-5.6 Sol light for speed; annotate tool, in-app browser (Atlas absorbed), side chat, agent's own cursor doing browser checks
Codex (OpenAI)
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedOrchestrator + sub-chats + worktrees + /side chat + status mini-sites; running on API credits, not the app plan
Codex (OpenAI)
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedGPT-5.6 extra-high for planning, Sol light for speed; multi-chat delegation incl. the GitHub force-push chat
Codex (OpenAI)
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedBuild agent: brainstorming skill, writing-plan skill, spec docs, thin adapter, three parallel chats by session's end
Codex (OpenAI)
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedPrimary build agent; queueing, steering, side chats, Connections-to-VPS all demonstrated; worktrees puzzled over live
Codex (OpenAI)
Basecamp 3: Introduction to n8n — I
demonstrated2:30:17GPT-5.5 'extra high' produced the better JSON with native Firecrawl nodes; also the error-fix loop; trainer mixes Codex with n8n to build workflows
Codex (OpenAI)
Basecamp 4: Introduction to n8n — II
demonstrated2:21:38GPT-5.5 'extra high' with live preview; strong back end, average front end; repo pushed for learners; trainer's YC early access; also his n8n-local-install helper; has 'pets' feature
Codex (OpenAI)
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedThe harness: installs Hermes, wires Ollama, researches file conventions, fixes keys, debugs, and finishes the image skill when Hermes stalls
Cursor
Session 9: Introduction to Cursor & its principles
demonstrated0:33:40The session's platform: Composer 2.5 default model (built on Kimi K2.5), settings → rules/skills/MCP, fresh-agent workflow, @-file references — 'super fast' at build time; SpaceX/X acquisition news relayed
Cursor
Session 10: Building on Cursor & connect with AI workflows
demonstrated0:19:21The build platform end-to-end: sub-agents, superpowers interviews, ~1M tokens across the session; Composer 2.5 implementing, Opus 4.8 suggested for planning mode
Cursor
Session 16: GitHub 101 — Fundamentals & Essentials
demonstrated2:02:19Its agent ran the local half: terminal folder creation, git clone (102 files), three local branches, pushes, browser-based GitHub auth
Cursor
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
demonstratedHis coding agent for the build + the audit prompt
Cursor
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
demonstratedLive-coding the smallest possible eval in Python
VS Code
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
demonstrated0:18:42Installed and toured as the visual home; integrated terminal runs the same CLI
VS Code
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated0:35:23File viewer only — 'just to view the files'
VS Code
Basecamp 2: Vibe Coding
demonstrated2:13:16Terminal, git clone, opening the cloned project; trainer's daily editor (free) with Claude Code inside
Antigravity
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
explainedOrigin story: built from Windsurf's acquired core team and IP snapshot
Claude Code
Basecamp 2: Vibe Coding
explained2:38:04The post-MVP tool: trainer's team runs three $200 subscriptions, 3-4 parallel sessions (business/content/dev); can clone repos and take over Lovable projects
Claude Code
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
explainedDeclared interchangeable throughout; the supervised lane alongside Codex; md-file handoffs relieve token exhaustion
Claude Code / Codex
Session 2: How to Plan, Scope and Sell your AI Projects
explained2:19:07His heavy daily pair (via cmux terminal); Claude for proposals/websites/diagrams; Codex recommended as the cheaper rate-limit relief; 'Claude Code is going to be the best thing ever' for most learners
Claude Cowork
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedThe many-local-files pattern: quarterly letters read in order with per-file citations; smallest-folder-scope advice
Cowork
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
explained1:17:30'If you remove the technicality, that is Claude Cowork for you' — surface-level bot for your machine
VS Code
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
explainedThe open-source ancestor of the entire agentic-IDE family
Antigravity
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned0:04:35Listed among the tools of the 'top 10% of AI users'
Antigravity
Basecamp 2: Vibe Coding
mentioned1:35:08Grouped with Cursor/Claude Code as local coding tools; don't pay for multiple subscriptions at once
Antigravity
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
mentionedSlido: usable in place of Claude Code only if it ships a CLI you can install server-side
Bolt / Replit / Emergent / Base44 / Google AI Studio / Antigravity
Session 4: How to Build Micro Prototypes
mentioned0:28:30The interchangeable build-platform roster — 'anything works that allows you to build'
Claude Code
Session 9: Introduction to Cursor & its principles
mentioned0:37:46This month's fallback to Codex; sandboxed architecture explained; 'use terminal Claude Code, not Claude chat'
Claude Code
Session 17: Facebook Ads Competitor Research & Replication
mentioned0:50:47The CLI alternative discussed in the why-a-workflow Q&A (ASR renders it 'cloud code'); prior sessions' tool, contrasted with n8n's product shape
Claude Code
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
mentioned'Everything can be done on Claude Code as well — nothing here is unique to a vendor'
Claude Code
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentioned'I really wish Claude Code had an interface like this' + the portability promise: swap it in tomorrow via the folder
Claude Code
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
mentioned'The model is amazing... it's just the UI' — his Codex preference explained to Paul as ergonomics, not capability
Claude Code
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
mentioned'Codex or Claude — you can use any of these tools'; Rajesh's GEO skill targets it
Claude Code
Basecamp 6: Voice Agents
mentioned0:43:33His agency's homegrown call-transcript analysis pipeline, pre-dating Retell's AI quality assurance feature
Claude Code
Beginner Glossary (30 terms) + I'm Stuck Guides (23)
mentionedSame guide's coding-agent side: deeper control, more responsibility
Claude Code
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedTier-three agentic builder, with Codex — version control and permission discipline as prerequisites
Claude Code
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedThe goal-style command with a separate evaluator model (as-heard 'GOLD') — the loop-native industry signal
Claude Code
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentionedHis editing surface for live server changes — always prefixed 'don't touch soul.md'
Claude Code
AI Sprint: The Open Source Playbook — Day 2 (Weights 101, OpenCode, and the Subsidy Math)
mentionedThe comparison baseline throughout — cleaner harness, better sub-agent visibility; 50% of his daily work
Claude Code
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedOne of two tools used to build the new certificate generator
Claude Code
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedPrior sprint referenced; Opus available in Windsurf only via BYO API key
Claude Cowork
Basecamp 4: Introduction to n8n — II
mentioned3:10:31Q&A comparison: runs recurring tasks but dies with your laptop, closed-source, 'a UI wrapper on Claude Code' — vs n8n as purpose-built always-on automation
Codex
Session 9: Introduction to Cursor & its principles
mentioned0:37:46This month's main; local-system access (no sandbox); can open its own browser past CAPTCHAs
Codex
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned2:09:02Named competitor (OpenAI); can't nest inside Claude Code, though GPT models can be used within it
Codex
AI Sprint: The Open Source Playbook — Day 2 (Weights 101, OpenCode, and the Subsidy Math)
mentionedThe other 50%; also 'does parallel sub-agents very well'
Codex
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedThe other tool behind the certificate generator
Codex (OpenAI)
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedSub-agent delegation target in Hermes' skill pack; 'Codex doesn't have sub-agents, I think' aside
Cowork
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned2:42:44Q&A: 'Claude Cowork and Perplexity Computer are quite similar — working on your own machine'
Cursor
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned0:26:49Asked about early; comparison deferred
Cursor
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned2:38:38Q&A comparison: both agentic coders; Cursor 'highly technical', Claude Code easier
Cursor
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned0:15:44Placed 'maybe one above beginner' on the ladder
Cursor
Basecamp 2: Vibe Coding
mentioned1:33:06Local alternative alongside Claude Code; has its own fast model; free tier usable as plain editor
Cursor
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL5 developer track; Composer 2.5 spotlight as the own-the-inference-stack example (dated benchmarks)
Cursor
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedTier-two AI IDE on the builder ladder, with Windsurf
Cursor
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedFellow VS Code fork; Composer named as Cascade's counterpart
Cursor
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
mentionedCursor+Claude Code named as the equivalent IDE+agent pairing
GitLens
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned2:18:32'A nerdy way of looking into Git stacks and graphs — you don't have to worry about it at this point'
VS Code
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
mentionedThe common substrate: 'whether cursor, Windsurf, Kiro — same extensions, same setup'
VS Code
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
mentionedThe extension compatibility that lets Claude Code live inside Windsurf

Vibe-coding platforms

Describe an app in the browser, get a hosted build — MVP factories.

Base44

1 session moment

A vibe-coding platform that was the fastest to a working build in the course's five-way bake-off.

Pick this when: Speed to a first running app is the only thing you're optimizing — Lovable still wins on how it looks.

Fastest build in the BC4 bake-off, on the trainer's first-ever use

Recently acquired, which the trainer flagged as a signal of the category consolidating

Full entry →

Bolt

3 session moments

A browser vibe-coding platform — the weakest performer in the course's head-to-head.

Pick this when: Hard to justify over Lovable or Base44 on the evidence the course gathered; try it only if the others fail your brief.

Pushes builds to GitHub like its peers, so output isn't trapped

Included in the BC4 bake-off, which is the only direct evidence the course offers

Full entry →

Elementor

9 session moments

The WordPress page builder: free version takes over the page content box with widgets; Pro overrides theme parts (header, footer, post templates) and adds dynamic content.

Pick this when: You build client sites on WordPress and want visual editing with real dynamic-content architecture underneath — accepting plan-tier gates on the pro features.

Theme builder that overrides (not builds) WordPress theme parts with the same editor

Dynamic content + custom post types turn pages into renderings of single-source data

Saved templates and a widget library replacing single-purpose plugins

Full entry →

Emergent

2 session moments

Another browser vibe-coding platform — 'pretty cool' in the bake-off, and a common on-ramp people graduate out of.

Pick this when: As one more parallel attempt at an MVP; nothing in the course argues it's the best pick.

Performed respectably in the five-way BC4 comparison

A learner in the cohort used it before moving to Claude Code, Cursor and Codex — a documented graduation path

Full entry →

Lovable

19 session moments

Describe an app in a browser chat and get a working, hosted, full-stack build — the course's default MVP factory.

Pick this when: You want the best-looking first draft fastest and you'll graduate the code out later — vs Bolt (weaker), Replit (more IDE), or Base44 (faster but less polished).

Won the bake-off on design — 'the best-looking output' across five platforms tested live in BC4

One-click GitHub sync, so the project can be cloned and taken over by a coding agent

Auth, secrets prompts and a code view are built in — it scaffolds a real app, not a mockup

Full entry →

Lovable Cloud

1 session moment

Lovable's own bundled back end — database, auth, storage and AI models with zero setup, in exchange for living inside Lovable.

Pick this when: You want the MVP working today and lock-in is an acceptable price — pick Supabase instead the moment the app matters.

Zero configuration: no separate account, no keys, no SQL editor

AI models included, so a generated app can call an LLM without you buying API credits

It's what Lovable actively steers you toward — the BC2 trainer pivoted to it mid-demo

Full entry →

Replit

5 session moments

A browser IDE that grew a vibe-coding agent — build, run and host in one tab.

Pick this when: You want the generated app to live somewhere runnable immediately and you like an IDE view rather than pure chat.

Built a working blog in the BC4 bake-off — a real result, not a shell

IDE plus hosting in one place, so there's no deploy step to learn

Full entry →

v0 (Vercel)

1 session moment

Vercel's component generator — the original 'describe a UI, get React' tool, now with prebuilt templates.

Pick this when: You need polished front-end components rather than a whole app, especially inside a Next.js/Vercel project.

The OG of the category — it defined component-level generation

Prebuilt templates that can be wired to an n8n back end

Full entry →

WordPress

10 session moments

The free CMS under a third of the web: turns a folder of site files into manageable media, posts, pages, plugins and themes.

Pick this when: You want ownership, the plugin ecosystem, and portability across hosts — the LWP stack's foundation.

Biggest CMS in the world; free software installed on any hosting

Posts/comments heritage explains its architecture (born as self-publishing freedom)

Custom post types make it a general content database, not just a blog

Full entry →

Every moment on this shelf (51)
ToolCoverageMomentContext
Base44
Basecamp 4: Introduction to n8n — II
demonstrated2:23:39Fastest build in the bake-off; trainer's first time using it; noted as recently acquired
Bolt / Replit / Emergent / same.dev
Basecamp 4: Introduction to n8n — II
demonstrated2:19:36Bake-off participants — Bolt weak, Emergent 'pretty cool', same.dev and Base44 login-gated mid-demo, Replit built a working blog
Elementor
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
demonstratedFree-vs-Pro boundary, content-box takeover, theme builder, new/old editor UI
Elementor
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedTheme builder end-to-end: header/footer, single post, loop, loop grid, archive, single page, saved templates, dynamic tags, conditions
Elementor
Section 3: The Container — Layout, Wrapping Math, and Custom Positioning
demonstratedThe container in full: direction, boxed widths, align/justify/grow, wrap, responsive overrides, transforms, absolute, z-index, 100vh, site layout settings
Elementor
Section 4: The Design System — Figma Export, Clean WordPress, and the Class System
demonstratedPro zip install, backend settings, experiments, site settings, custom fonts, global fonts/colors, saved-template import, site identity, user preferences
Elementor
Section 5: The Building Workflow — Starter Template, Build Order, and Delivery
demonstratedMaintenance/coming-soon modes, Canvas template, countdown widget, role manager content-only
Elementor
Section 6: Possibilities You Should Know — the Capability Catalog
demonstratedThe catalog itself: backgrounds, dividers, masks, transforms, forms, motion effects, carousels, dynamic tags, Woo widgets, popups, new menu widget
Elementor
Section 7+8: Speed, Security, and Fleet Management — plus the Course Close
demonstratedreCAPTCHA integration tab; lazy-load feature toggle; features screen
Lovable
Session 3: Building Elegant Landing Pages
demonstrated1:48:01Code-zip download demoed for migration to Codex; endorsed for beginners/prototyping with one-click hosting
Lovable
Session 4: How to Build Micro Prototypes
demonstrated0:28:30Directory app one-shot from attached CSV, plan mode, AI-assistant mode via Lovable Cloud (model/db/secrets invisible), publish flow, code-zip download, GitHub integration; credit economics dissected
Lovable
Session 16: GitHub 101 — Fundamentals & Essentials
demonstrated1:14:55Built the Sherlock escape-room app ('The Great Escape Society' / 'Baker Street Disappearance'), connected to GitHub via OAuth, auto-committed 12 times; also generated the README on the dev branch
Lovable
Basecamp 2: Vibe Coding
demonstrated1:08:32Built 'Task AI' end-to-end: scaffold, auth with email validation, secrets prompts, code view, GitHub connect, credit billing view; declined-then-adopted Lovable Cloud
Lovable
Basecamp 4: Introduction to n8n — II
demonstrated2:17:35Bake-off winner on design; 'a token eater' — free credits nearly exhausted; repo pushed to GitHub and shared
Lovable Cloud
Basecamp 2: Vibe Coding
demonstrated1:52:04Mid-session pivot target; full back end + AI models out of the box; 'what they are pushing so badly'
WordPress
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
demonstratedCMS anatomy, media/posts/pages/menus/settings tour, theme switching
WordPress
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedClassic vs Gutenberg editors, menus, reading/permalink settings, screen options
WordPress
Section 4: The Design System — Figma Export, Clean WordPress, and the Class System
demonstratedThe full settings pass: plugins, themes, general/reading/media/permalinks, Customizer CSS
WordPress
Section 5: The Building Workflow — Starter Template, Build Order, and Delivery
demonstratedUsers/roles, password change, migration import/export, plugin ecosystem navigation
WordPress
Section 6: Possibilities You Should Know — the Capability Catalog
demonstratedMenus screen, media library file URLs, users/roles context
WordPress
Section 7+8: Speed, Security, and Fleet Management — plus the Course Close
demonstratedPlugin audit, last-updated checks, the three-CPT-plugin confession
Elementor
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
explainedThe comparison partner (converted page demo) and the build side of the stack; ~12M-site market figure as-heard
Lovable
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedThe live CRM case study: planning mode, Lovable Cloud backend, per-user auth, publish failure debugged, security scan
Lovable
Workbooks 1–5: Guided Builds with Completion Proof
explainedWorkbook 2's guided builder option (vs Bolt.new as the fast option)
WordPress
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
explained'Page builders on WordPress are more advanced than most other platforms' — with the wordpress.com do-not-buy warning
Bolt
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
mentionedSame out-of-scope AI-builder aside
Bolt
Workbooks 1–5: Guided Builds with Completion Proof
mentionedWorkbook 2's fast browser-build alternative
Bolt
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedVibe-coding tier example
Elementor
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
mentionedCarousel widgets support the off-canvas tricks; his YouTube tutorials referenced for grid-breaking builds
Emergent
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned2:40:39Q&A: 'very much like Lovable' — fixed website/app products vs Claude Code's customizability
Emergent
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedVibe-coding tier example
Lovable
Session 14: Claude Code — Advanced Workflows
mentioned2:03:54The comparison baseline the shadcn skill beats on UI cleanliness
Lovable
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned0:15:44'Peanuts' next to Claude Code — the beginner rung, with Bolt
Lovable
Session 17: Facebook Ads Competitor Research & Replication
mentioned0:50:47Named as the UI wrapper if the workflow were productized fully
Lovable
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
mentionedAI builders named and explicitly placed out of course scope
Lovable
Beginner Glossary (30 terms) + I'm Stuck Guides (23)
mentionedThe Lovable/Bolt-vs-Claude-Code guide: continue with the tool that fits; export a working version before major changes
Lovable
Practice Lab: Six Confidence-Building Projects
mentionedNamed among the builder options for projects 1–2 (with Bolt, Replit, Claude Artifacts)
Lovable
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL5 non-technical track with Bolt, v0, Replit; also the micro-SaaS prompt-first stack
Lovable
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
mentionedThe named inspiration, treated respectfully: 'don't expect it to work exactly like Lovable'
Lovable
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedSetup for the vibe-coding awareness story — the room outside doesn't know the words
Lovable
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedHis 'only good for mockups' claim — flagged as partisan; the corpus's Lovable projects say otherwise
Lovable
AI Sprint: The Open Source Playbook — Day 2 (Weights 101, OpenCode, and the Subsidy Math)
mentionedNamed as one of Anthropic's biggest B2B customers — the subsidy math's anchor
Lovable
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedNamed in the vibe-coding conversation tier with Bolt and Emergent — descriptive, not dismissive
Replit
Session 10: Building on Cursor & connect with AI workflows
mentioned2:03:51His mobile-app starter recommendation — store-submission friction is the hard part, and Replit eases it
Replit
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedBundled into the same mockup claim
Replit
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedReplit Auth named as a managed authentication lane
Replit / Bolt / Emergent
Basecamp 2: Vibe Coding
mentioned1:54:05Peer web vibe-coding platforms, all pushing their own cloud ecosystems; learner Syed graduated from Emergent to Claude Code/Cursor/Codex
v0 (Vercel)
Basecamp 4: Introduction to n8n — II
mentioned2:46:10OG component vibe-coding tool; prebuilt templates connectable to n8n
WordPress
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedWith Webflow and Wix: where the design goes next, and where responsive decisions are made
WordPress
Section 3: The Container — Layout, Wrapping Math, and Custom Positioning
mentionedAdmin bar fakes hero overflow — incognito checks
WordPress
AI Sprint: The Open Source Playbook — Day 1 (Licenses, Open Weights, and Why Open Isn't Free)
mentionedNamed among the everyone-already-uses-open-source examples

Automation platforms

Workflows that connect apps and run themselves on triggers.

Claude Cowork

4 session moments

Claude's desktop workspace for file and task work — described in the course as a UI wrapper over Claude Code.

Pick this when: The work is on your own machine, needs judgement rather than a fixed pipeline, and you'll be present for it.

Runs recurring scheduled tasks without you building a workflow

Full file access plus a sandboxed shell in one place

No workflow to author — you describe the task instead of drawing it

Full entry →

make.com

2 session moments

A closed-source visual automation platform — friendlier than n8n to start, priced per credit, and limited to the nodes it ships.

Pick this when: You want the gentlest possible on-ramp to automation and you'll never need a custom node or an agent inside the flow.

The easiest first hour in the category — the comparison the BC3 trainer drew explicitly

Large prebuilt template library

Full entry →

n8n

28 session moments

Open-source workflow automation — nodes on a canvas, each node a small script, wired into if-this-then-that chains with optional AI agent nodes.

Pick this when: You want ownership and depth: self-host it free, customize node logic, and embed real AI agents — accept a steeper start than make.com/Zapier.

Fully open source and self-hostable — the only major automation platform you can run for $0 on your own box

AI agent node with model/memory/tools sockets — agents inside workflows, not bolted on

Workflows are portable JSON — generate, share, and debug them with a coding agent

Full entry →

OpenClaw

6 session moments

The open-source always-on agent runtime — an OS for a personal AI employee that you deploy to a VPS, design with md files, and talk to over Telegram.

Pick this when: You want a proactive 24/7 assistant (schedules, heartbeats, channel inboxes) that YOU design and host — not another chat app you have to open.

Proactive, not reactive: triggers (timers, calendar events, heartbeats, messages) make the agent come to you

The md-file design surface — user/identity/soul/memory + tools/heartbeat/bootstrap — turns setup into agent DESIGN

Runs anywhere (local, Hetzner, Hostinger 1-click, Railway template) with model routing across providers

Full entry →

Typefully / Blotato

1 session moment

Auto-posting layers for Twitter/X and LinkedIn — the publish step at the end of a content workflow.

Pick this when: A workflow generates content and something has to actually post it on a schedule.

Blotato ships a custom n8n node, so posting is one node rather than an API integration

Handles the scheduling and formatting quirks of each platform

Full entry →

Zapier

2 session moments

The original no-code app connector — enormous integration catalogue, task-based pricing, no depth.

Pick this when: The integration you need exists there and nowhere else, and the workflow is genuinely simple.

The widest catalogue of app integrations in the category

Full entry →

Every moment on this shelf (54)
ToolCoverageMomentContext
GPT Image 2 (OpenAI, via n8n Generate Image node)
Session 17: Facebook Ads Competitor Research & Replication
demonstrated2:45:01'GPT image 2 gives much better results'; produced the final Kenco ad after the English-only prompt fix; ran on n8n's built-in ~$2 OpenAI credits
Hermes agent (Nous Research)
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedCLI-first; soul/user/memory setup, skills, session search, self-improvement loop; Telegram-connectable; MIT open source
Hermes agent (Nous Research)
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
demonstratedCLI + desktop app: messaging connectors, cron panel, profiles, fallback models, native sub-agents, skill/tool packs (can delegate coding to Codex or Claude Code)
make.com
Basecamp 3: Introduction to n8n — I
demonstrated0:22:27Landing/pricing pages compared against n8n: closed source, prebuilt template nodes only, credit-based pricing
Microsoft Outlook (n8n node)
Basecamp 3: Introduction to n8n — I
demonstrated0:39:54Send-message node OAuth credential example
n8n
Session 6: Building an AI-Powered Lead Gen Machine
demonstrated1:15:20The factory chassis: Google Sheets trigger, HTTP nodes (curl import), AI-written code nodes, Apify integration, LLM stations, sheet updates, sticky-note station labels; workflow JSON shared
n8n
Session 17: Facebook Ads Competitor Research & Replication
demonstrated0:52:49Entire nine-node pipeline built live on a 14-day free trial; UI recently updated with an AI assistant panel; Ask-AI used once for an HTTP body fix; auto-converted a hardcoded API token into a credential
n8n
Basecamp 3: Introduction to n8n — I
demonstrated0:16:21Cloud version throughout: canvas, node panel, parameters, credentials, executions tab, AI assistant (build mode, @-tag nodes), JSON paste, template gallery, GitHub repo tour
n8n
Basecamp 4: Introduction to n8n — II
demonstrated0:26:50Full production build: schedule trigger, Firecrawl node install, scrape options, code nodes, AI agent, Google Docs, Gmail, sticky notes/colors, Ask-vs-Build AI debugging, JSON download/import, webhook variant
n8n
Basecamp 6: Voice Agents
demonstrated2:39:16Webhook → filter (call_analyzed) → Google Sheets append-row; drag-and-drop column mapping; expression for UNIX→readable date; outbound calls via Retell API key teased for the future session
OpenAI vision (n8n Analyze Image node)
Session 17: Facebook Ads Competitor Research & Replication
demonstrated2:43:00Described the competitor ad image from binary; model as heard 'GPT 5.5' — exact version string ASR-blurred
OpenClaw
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
demonstratedThe subject: runtime installed via Hostinger 1-click, designed live with documents and a pasted skill
OpenClaw
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
demonstratedSelf-managed on VPS: token anatomy, skills panel, multi-agent workspaces, the Duma lead agent
Claude Cowork
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedThe many-local-files pattern: quarterly letters read in order with per-file citations; smallest-folder-scope advice
Cowork
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
explained1:17:30'If you remove the technicality, that is Claude Cowork for you' — surface-level bot for your machine
Hermes / OpenClaw
Session 6: Building an AI-Powered Lead Gen Machine
explained1:41:46The certainty-vs-probability razor: agents for abstract per-step decisions, automations for defined paths
n8n
Session 2: How to Plan, Scope and Sell your AI Projects
explained1:34:22Build platform for client automations: largest integration catalog (its edge over Claude skills), the 500-page timeout war story, self-hosting for cost, weekly Google-Sheets re-auth reality
n8n
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
explained1:54:57Q&A comparison: fixed automations vs Claude Code's AI automations; Claude can write n8n JSON workflows
n8n
Basecamp 5: MCP
explained0:19:15Callback anchor: the AI agent node (model/memory/tools) reframed as simplified tool calling; Gmail/Calendar nodes as prewritten API scripts
n8n
Beginner Glossary (30 terms) + I'm Stuck Guides (23)
explainedFive glossary terms plus four dedicated diagnostic guides (vocabulary, credentials, Gmail/Sheets isolation, cost estimation)
n8n
Practice Lab: Six Confidence-Building Projects
explainedProjects 3 & 4: label-scoped Gmail trigger, Edit Fields normalize, Code-node scoring, IF/Switch routing, webhook test events, Sheets lookup + append
n8n
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedSession 4's entire automation vocabulary, canvas shortcuts, AI-node selection table, and the canonical support build
n8n
Workbooks 1–5: Guided Builds with Completion Proof
explainedWorkbook 5's platform: cloud trial path, credentials manager, the thirteen-step build, activation and monitoring
n8n
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
explained'Is n8n gone? Strongly no' — the deterministic-pipeline lane, self-hosted for cost
Claude Cowork
Basecamp 4: Introduction to n8n — II
mentioned3:10:31Q&A comparison: runs recurring tasks but dies with your laptop, closed-source, 'a UI wrapper on Claude Code' — vs n8n as purpose-built always-on automation
Cowork
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned2:42:44Q&A: 'Claude Cowork and Perplexity Computer are quite similar — working on your own machine'
Hermes
Session 14: Claude Code — Advanced Workflows
mentioned0:35:48CLI-powered agent with company-wide memory; 'you can basically do whatever you can do in Claude Code'
Hermes
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned2:58:11Runs his machine from Telegram/desktop; homework target for the orchestrator lab
Hermes / OpenClaw
Session 3: Building Elegant Landing Pages
mentioned2:08:23'Most people do not deserve an executive assistant' — for founders/managers with calendar-heavy lives, not builders; his Hermes runs Codex as its model
Hermes agent (Nous Research)
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedCategory boundary: 'totally autonomous, lives on a cloud — this is manual control with an AI helping hand'
make.com
Session 1: Getting your first Client
mentioned0:49:09His actual first client system (recruiting cold-email automation) predated his n8n use — built on make.com
n8n
Session 1: Getting your first Client
mentioned0:20:40Cited as cohort skill inventory and lane-1 delivery vehicle (workflows, automations, dashboards)
n8n
Session 5: Mastering Lead Generation
mentioned2:30:56Tomorrow's automation: AnyMailFinder API + LinkedIn/website scraping + AI personalization + Instantly push, front to back
n8n
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned0:08:36His YouTube content subject; his agency builds these automations
n8n
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
mentioned2:13:06An n8n skill exists in the marketplace — the title's only real n8n content
n8n
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned0:44:09The anti-example: fixed instructions, no self-adjustment — a workflow, not a loop
n8n
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned0:42:39Scale exhibit: 1,607 branches, 22,000 commits on the public repo; its agent-skills repo shown as a fork-worthy asset
n8n
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentioned'We're building our own n8n' — the dotted-node aesthetic and the is-n8n-still-relevant Q&A
n8n
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
mentionedSkill-vs-MCP vocabulary from earlier weeks resurfacing in cohort answers
n8n
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentioned'Create an N8N-style visual workflow' — the named UI reference for the node graph
n8n
Session 24: Building a Marketing OS — Sector-Agnostic Command Center on an Open-Source Stack
mentionedThe hosting analogy for PostHog-class self-hosted apps
n8n
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL4 automation platform shortlist with Make and Zapier
n8n
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentioned'If you want the exact deterministic approach, use n8n' — the routing rule again
n8n
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentioned'n8n is automations; OpenClaw is autonomous' — the comparison answer
n8n
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
mentionedSlido positioning again: automation backend an agent can trigger, not an agent
n8n
AI Sprint: The Open Source Playbook — Day 1 (Licenses, Open Weights, and Why Open Isn't Free)
mentionedCase study: fully open source AND a paid-hosting business
OpenClaw
Session 14: Claude Code — Advanced Workflows
mentioned1:19:23Formerly 'Clawd' until Anthropic's trademark action; its ClawdHub was the injection incident
OpenClaw
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned0:40:04Daily zero-cost driver with Hermes on GLM 5.2 (as heard): sheets, bookings, Meet links; also credited with waking the market up to agent memory
OpenClaw
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedSame autonomous-agent category contrast; swarm comparison later
OpenClaw
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedThe rate-limit case study: 'Anthropic rate-limited OpenClaw'
OpenClaw / Hermes
Basecamp 3: Introduction to n8n — I
mentioned2:56:48Agent platforms n8n can feed via exposed nodes — competitor change-log alert example
Typefully / Blotato
Basecamp 4: Introduction to n8n — II
mentioned2:54:18Auto-posting to Twitter/LinkedIn; Blotato has a custom n8n node
Zapier
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned2:04:55The add-by-prompt MCP example
Zapier
Basecamp 3: Introduction to n8n — I
mentioned1:26:50Grouped with make.com as less capable than the skills-based agent approach

Models & model access

The LLMs themselves, local model runners, and single-API routers.

Gemini

8 session moments

Google's assistant and model family — huge context, deep Google-app gravity, and gems as saved custom assistants.

Pick this when: You need a very large context window cheaply, or you're already living in Google Workspace.

Context windows around 1M tokens, which makes whole-document work practical

Gems: saved custom assistants, the natural home for a meta prompt in Google's world

Gemini 3 Flash proved the cheap-and-fast option for voice agents in BC6

Full entry →

Google AI Studio

1 session moment

A free playground on Gemini with a 1M-token window and a visible token counter — the course's build bench for prompt work.

Pick this when: You have a big document to process once and don't want to spend paid tokens doing it — the trainer builds his meta prompt here for exactly that reason.

Visible token counter — you watch a 38k-token PDF land, which teaches context spend better than any explanation

1M context on a free account

No subscription needed to do serious one-off document work

Full entry →

NotebookLM

7 session moments

Google's personal RAG — drop in up to 50 sources and get cited answers, mind maps and audio overviews over your own material.

Pick this when: You want to learn from documents you already have, with citations, and you don't want to build any retrieval infrastructure.

Every answer cites the exact source and passage — you can jump to where it came from

Generates a two-host audio overview and a video walkthrough of your material

Mind maps the whole corpus, so you see structure you didn't know was there

Full entry →

Ollama

15 session moments

An app store for local models — pull an open-source LLM and run it entirely on your own machine, free and offline.

Pick this when: Privacy, zero marginal cost, or uncensored models matter more than raw capability — and you have the RAM.

One command to pull and run a model (`ollama run <model>`), which is the whole install experience

Plugs straight into n8n as a chat-model node via a local URL on the standard port

Uncensored community models that no hosted API will serve you

Full entry →

OpenAI API

9 session moments

Direct API access to OpenAI's models — the canonical example of buying credits and pasting a key into something you built.

Pick this when: A generated app needs its own model access and you want the vendor relationship direct rather than routed.

The teaching example for the whole API-key pattern: create key, top up credits, paste into the app

Cost reality check — the BC2 AI project generator's whole session cost 3-4 cents

Full entry →

OpenRouter

9 session moments

One API key and one endpoint in front of hundreds of models — switch model without switching integration.

Pick this when: You want to change models freely (or fall back automatically) without rewriting credentials in every workflow.

Rankings and side-by-side model comparison pages that show what's actually being used

A single credential in an n8n agent node covers every model it fronts

Makes model choice a runtime decision rather than an architectural one

Full entry →

Every moment on this shelf (71)
ToolCoverageMomentContext
DeepSeek
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
demonstratedv4 pro as the session's engine; live cost meter; '8-26x cheaper, quality more nuanced'
Gemini
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
demonstrated3.5 Flash as the launch model — speed positioning, quota tiers, bundled Claude access
Gemini / AI Studio
Session 3: Building Elegant Landing Pages
demonstrated1:06:49Video generation for the hero workflow (free tier carried the demo); AI Studio + API key removes the watermark; video model heard as 'Omni' (unverified)
Gemini 3 Flash
Basecamp 6: Voice Agents
demonstrated1:09:54His default voice LLM — ~half GPT-4.1's cost, faster, visibly dropped cost and latency on selection
Google AI Studio
Basecamp 1: Prompting & RAGs
demonstrated1:53:38Meta prompt built live; free tier, 1M context, visible token counter (38k tokens consumed by uploaded guide)
NotebookLM
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated2:25:17Explainer video + mind maps from sources; confidentiality caveat for company docs
NotebookLM
Basecamp 1: Prompting & RAGs
demonstrated2:20:03Personal RAG: 50 free sources, cited answers, mind maps, audio/video overviews; trainer's daily learning tool
Ollama
Basecamp 3: Introduction to n8n — I
demonstrated2:15:55Installed live, pulled the Dolphin uncensored model in the terminal (`ollama run`), explained as app store for local models; n8n Ollama chat-model node credential = local URL, standard port, no API key
Ollama
Basecamp 3: Introduction to n8n — I
demonstrated2:15:55Installed live, pulled the Dolphin uncensored model in the terminal (`ollama run`), explained as app store for local models; n8n Ollama chat-model node credential = local URL, standard port, no API key
Ollama
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedHooked to Hermes via Codex; 16GB RAM sizing honesty; 'my system will die if I use local models' — teaching demo only
Ollama
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedHooked to Hermes via Codex; 16GB RAM sizing honesty; 'my system will die if I use local models' — teaching demo only
OpenAI (chat model node)
Basecamp 3: Introduction to n8n — I
demonstrated0:37:53Credential setup walkthrough as the canonical API-key example
OpenAI (GPT-5 mini)
Session 6: Building an AI-Powered Lead Gen Machine
demonstrated2:02:12Persona analysis and (after the Anthropic credit error) the signal-extraction analyst
OpenAI API
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedKeys created live; realtime-voice rejections all session; chained Transcribe + 4o-mini fallback
OpenAI API
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedResponses API structured output + GPT Image; Azure-variable hijack fought off with explicit env isolation; 429 throttling diagnosed live
OpenAI API
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedDemo LLM + embeddings; stale-key failure diagnosed live
OpenAI API
Basecamp 2: Vibe Coding
demonstrated1:22:56Key creation in console, credits top-up, powers the AI project generator; total spend for the session's feature ~3-4 cents (2:29:42)
OpenAI GPT-5.5 (chat model node)
Basecamp 4: Introduction to n8n — II
demonstrated1:36:01Agent LLM; agent-prompt-vs-chat-input error debugged live; picked for high thinking
OpenRouter
Basecamp 3: Introduction to n8n — I
demonstrated1:35:00Rankings and model-compare pages toured; positioned as the single-API model switcher for agent nodes
OpenRouter
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedThe council's model layer; live catalog checks correct the agent (Gemini 3.1 Pro, Grok 4.2); ':online' suffix adds web search; $0.26 total
OpenRouter
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedUser-selectable vision models behind the key-protecting server route
OpenRouter
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedHermes' provider (Opus 4.6 for price); also the image-generation route; credits checked mid-debug
OpenRouter
AI Sprint: The Open Source Playbook — Day 1 (Licenses, Open Weights, and Why Open Isn't Free)
demonstratedBYOK layer for Open Design; the activity page as the cost meter
OpenRouter
AI Sprint: The Open Source Playbook — Day 2 (Weights 101, OpenCode, and the Subsidy Math)
demonstratedThe BYOK spine: provider config in OpenCode, per-model activity as the meter
OpenRouter
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
demonstratedBYOK keys powering the support bot's multi-model orchestration
OpenRouter
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedSonnet 4.6 for synthesis, Sonar for search, keys in .env — 'I won't face rate limits because I'm using OpenRouter'
DeepSeek / Qwen / Kimi K2 / Gemma / Llama / Nemotron
Basecamp 3: Introduction to n8n — I
explained1:41:07Open-source model landscape; Qwen 3.6 'almost on par with Opus 4.6' for agentic coding; Gemma 4 variants (2B/4B/26B) as the sizing example; Nemotron by NVIDIA freshly updated
GPT-4.1 / GPT-5.1
Basecamp 6: Voice Agents
explained1:07:52Retell's suggested models; counterintuitive tested finding: 4.1 beats 5.1 for voice work
Kimi (Moonshot)
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
explainedK2.6 on Windsurf's free tier — 'very similar to Claude Code'
NotebookLM
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedSource-grounded Q&A with citations; 'source-grounded does not mean error-free — open the cited passage'
Ollama
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
explainedFirst-class production provider in the spec; not installed on his Mac that day, so smoke-testing deferred
Ollama
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
explainedFirst-class production provider in the spec; not installed on his Mac that day, so smoke-testing deferred
Ollama
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
explainedThe Slido answer for local models: install into the server via Claude Code, then pull Qwen/Kimi/DeepSeek
Ollama
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
explainedThe Slido answer for local models: install into the server via Claude Code, then pull Qwen/Kimi/DeepSeek
OpenAI API
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
explainedMagic-wand prompt-enhancement endpoint built in, key deliberately not added on stage
OpenAI API
Workbooks 1–5: Guided Builds with Completion Proof
explainedWorkbook 5's model access: key handling doctrine, small funded balance, usage limits, JSON output mode
OpenRouter
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
explainedThe catalog for the cheap-model lane (DeepSeek, Kimi, open models); fallback chains
DeepSeek
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedMid-ladder pricing slot in the model menu
Gemini
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentionedDharmesh's admired UI turned out to be Gemini output, no skill involved
Gemini
Basecamp 1: Prompting & RAGs
mentioned2:32:15Custom gems as meta-prompt containers
Gemini
Basecamp 5: MCP
mentioned2:25:09No connectors yet at session time
Gemini
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedNamed among assistants; Gems as the saved-assistant equivalent (limited in source snapshot); Nano Banana image family in session 5
Gemini CLI
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned2:13:03Cost alternative — 'even on free tier'
Kimi (Moonshot)
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedNamed alongside DeepSeek in the cheap-capable class
Kimi (Moonshot)
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
mentionedFree-tier lane recalled from Day 1's model ladder
NotebookLM
Session 7: The Outreach Engine
mentioned2:49:02Recommended study loop: transcript + resources in, interactive deep-conversation audio out — 'have a podcast with me'
NotebookLM
Session 9: Introduction to Cursor & its principles
mentioned0:52:01Contrast case: can chat about a video but its transcript isn't available to your agent — harness artifacts must be agent-readable
NotebookLM
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
mentionedThe citation-UX benchmark the final demo is compared against
NotebookLM
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL1 starter stack and L2 managed knowledge workspace
Ollama
Session 3: Building Elegant Landing Pages
mentioned2:24:41His 7B-on-18GB experiment was 'terrible' — 24GB+ or stay on the $20 cloud plan
Ollama
Session 3: Building Elegant Landing Pages
mentioned2:24:41His 7B-on-18GB experiment was 'terrible' — 24GB+ or stay on the $20 cloud plan
Ollama
Session 4: How to Build Micro Prototypes
mentioned0:38:37The private-data lane: self-hosted models on a VPS when data can't touch cloud tools
Ollama
Session 4: How to Build Micro Prototypes
mentioned0:38:37The private-data lane: self-hosted models on a VPS when data can't touch cloud tools
Ollama
Session 9: Introduction to Cursor & its principles
mentioned1:17:52Possible harness host only with serious local hardware — 'it will guzzle system power'
Ollama
Session 9: Introduction to Cursor & its principles
mentioned1:17:52Possible harness host only with serious local hardware — 'it will guzzle system power'
Ollama
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned1:52:54Learner question; possible but 'not that smart a model' for automations — not recommended
Ollama
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned1:52:54Learner question; possible but 'not that smart a model' for automations — not recommended
Ollama
Basecamp 2: Vibe Coding
mentioned2:31:44Q&A: local open-source inference; RAM-hungry, trainer found 7B slow on an 18GB MacBook; building against it still needs a paid coding agent
Ollama
Basecamp 2: Vibe Coding
mentioned2:31:44Q&A: local open-source inference; RAM-hungry, trainer found 7B slow on an 18GB MacBook; building against it still needs a paid coding agent
Ollama
Basecamp 4: Introduction to n8n — II
mentioned2:54:18Third leg of the fully-local stack (n8n + Firecrawl + Ollama)
Ollama
Basecamp 4: Introduction to n8n — II
mentioned2:54:18Third leg of the fully-local stack (n8n + Firecrawl + Ollama)
Ollama
Basecamp 5: MCP
mentioned1:16:21Cited as a source of file-deletion horror stories when open-source models drive Claude-style tooling
Ollama
Basecamp 5: MCP
mentioned1:16:21Cited as a source of file-deletion horror stories when open-source models drive Claude-style tooling
Ollama
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedLocal experimentation option (with LM Studio)
Ollama
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedLocal experimentation option (with LM Studio)
Ollama
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedThe local-model privacy path with its hardware/maintenance trade-offs — 'local does not automatically mean compliant'
Ollama
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedThe local-model privacy path with its hardware/maintenance trade-offs — 'local does not automatically mean compliant'
Ollama
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedLocal-model lane acknowledged: 'as long as your machine supports it'
Ollama
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedLocal-model lane acknowledged: 'as long as your machine supports it'
Ollama
AI Sprint: The Open Source Playbook — Day 2 (Weights 101, OpenCode, and the Subsidy Math)
mentionedLocal-model route attachable to OpenCode for capable hardware
Ollama
AI Sprint: The Open Source Playbook — Day 2 (Weights 101, OpenCode, and the Subsidy Math)
mentionedLocal-model route attachable to OpenCode for capable hardware

MCP & connectors

The plug layer that lets AI apps touch your real tools and files.

ChatGPT apps

1 session moment

OpenAI's connector layer — browser-based integrations with Canva, Figma, Spotify and friends.

Pick this when: You're already in ChatGPT and the task is a single-tool job in a web service — otherwise Claude's desktop connectors go further.

Zero install — it's all in the browser under Settings → Apps

Design integrations that produce finished, editable artifacts in-chat (the Canva invitation demo)

Full entry →

Claude Desktop connectors

8 session moments

Claude's word for MCP servers — the plug layer that lets the desktop app read your mail, your calendar and your actual files.

Pick this when: You want an assistant that acts on your real data on your real machine, not just talks about it.

Reaches the local filesystem and CPU — the whole reason connectors are desktop-only

Granular permissions: allow-once vs always-allow, per action and per directory

Works on free accounts; pick Haiku to stretch the token allowance

Full entry →

Composio

1 session moment

A hosting layer for MCP servers — it runs the server and handles the auth so you only paste a URL.

Pick this when: You want a third-party integration without self-hosting anything or managing OAuth yourself.

Hosted servers mean no install and no local process to keep alive

Handles the underlying service authorization as part of the connect flow

Full entry →

Context7

4 session moments

A documentation-lookup MCP: fetches current, version-specific docs for thousands of libraries so generated code uses today's APIs, not the model's memory.

Pick this when: Your build depends on fast-moving or obscure library versions the model may not know — otherwise modern models fetch docs themselves.

Version-specific docs for thousands of libraries, free

Embeddable inside a skill so it fires only when that skill runs (session 13's pattern)

The course's own live controversy: endorsed by one trainer, retired by another the next day

Full entry →

Smithery

1 session moment

A marketplace indexing thousands of MCP servers, each with a hosted URL you can paste into any host app.

Pick this when: The built-in connector directory doesn't have what you need — which is most of the time, because it's curated and small.

Reliability rating and user count on every listing — the cheapest available trust signal

Per-host install instructions, so 'add this to Claude' is copy-and-paste

Breadth: the long tail of niche tools nobody's first party will ever ship

Full entry →

Every moment on this shelf (21)
ToolCoverageMomentContext
ChatGPT apps
Basecamp 5: MCP
demonstrated2:23:07Settings → Apps → add more; Canva connected and invitation designed in-chat; one-tool-per-chat limitation shown
Chrome DevTools MCP
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
demonstratedThe /browser engine: remote debugging enabled once, then autonomous login/click/screenshot QA
Claude Desktop
Basecamp 5: MCP
demonstrated1:02:06The host app throughout: connectors directory, custom connector URL entry, allow-once permission flow, app-restart requirement, Haiku model selection on free plan
Context7
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:09:01Up-to-date library docs via MCP 'so my agent will not hallucinate while writing code' — the anti-stale-API layer
Context7
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated0:40:05Endorsed and wired INSIDE the builder skill for current package versions — the position session 14 reverses next day
Filesystem connector (Claude)
Basecamp 5: MCP
demonstrated1:08:13Anthropic-partner connector; tool inventory walkthrough; desktop-declutter demo hit the sandbox restriction — used to teach minimal privilege
Gmail connector (Claude)
Basecamp 5: MCP
demonstrated1:04:08Connected live; 'latest 2 emails from Outskill' query showing the tool-call trace
Gmail MCP
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated1:46:22Added by prompt; OAuth failed twice and was debugged live; fetch, send, and draft flows all shown
Google Calendar connector (Claude)
Basecamp 5: MCP
demonstrated1:52:23Cohort exercise: intense-day triage and deep-work slot creation, verified in learners' calendars
Google Sheets MCP (via Smithery/Composio)
Basecamp 5: MCP
demonstrated2:04:53Custom connector add; iPhone US-vs-India pricing sheet with web search; '74/100 best-practices rating, ~40k users' read off the listing
Parallel (search MCP)
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedThe web-research tool Codex is steered to use ('use parallel search to find the answer')
Smithery
Basecamp 5: MCP
demonstrated2:02:51MCP marketplace browsed live; per-MCP Claude install instructions with hosted URL
Context7
Session 14: Claude Code — Advanced Workflows
explained0:56:05Actively retired: 'just a grep tool'; keep only for deep/obscure docs
Gmail MCP
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
explained2:02:53The narrated connector scenario; wired live in session 12
Blender / AutoCAD MCPs
Basecamp 5: MCP
mentioned0:51:543D home/game-character designs from chat as MCP possibilities
Chrome DevTools MCP
Session 9: Introduction to Cursor & its principles
mentioned1:42:33His browser-testing pick over Playwright — 'Google's official one, same purpose'
Composio
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
mentioned2:13:06Host of the awesome-claude-code-skills curated list
Context7
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned1:11:55Third of his three starter skills; not exercised on stage
Control Chrome connector
Basecamp 5: MCP
mentioned2:00:50Mac-only at session time; Windows learners steered to Puppeteer/Playwright MCP alternatives
Meta Ads Library MCP / Meta ads CLI
Session 17: Facebook Ads Competitor Research & Replication
mentioned0:30:30Trainer has used the Meta ads library MCP 'inside Claude Code — it's really good'; a Meta ads CLI link was dropped in chat (0:48:46) as the one-off alternative to the workflow
Shopify (MCP)
Session 3: Building Elegant Landing Pages
mentioned2:38:55Q&A: theme editing from Codex via Shopify MCP/dev account — changes reflect on the store without export-import

Marketplaces & directories

Where you go to find a server, a scraper, or a prebuilt skill someone already wrote.

Apify

12 session moments

An app store for scrapers — prebuilt, maintained actors for LinkedIn, Instagram, YouTube and hundreds of other platforms.

Pick this when: The target is a major platform someone has already solved — buying the maintained scraper beats writing one that breaks.

Platform-specific scrapers that survive the sites' defences, maintained by their authors

Free credits to try before committing

The trainer's explicit choice over DIY for LinkedIn

Full entry →

skills.sh

15 session moments

A marketplace of Claude skills — packaged instruction files you install instead of writing the prompt yourself.

Pick this when: Someone has already solved the instruction problem you're about to solve — sort by usage count and take theirs.

Usage counts as the quality signal — the top skill is a 1.4M-download skill-finder

Skills convert cleanly into system prompts for other tools, which is how BC3/BC4 used them inside n8n

Covers surprisingly specific ground (Azure Kubernetes advisor, web scraping, content humanizer)

Full entry →

Smithery

1 session moment

A marketplace indexing thousands of MCP servers, each with a hosted URL you can paste into any host app.

Pick this when: The built-in connector directory doesn't have what you need — which is most of the time, because it's curated and small.

Reliability rating and user count on every listing — the cheapest available trust signal

Per-host install instructions, so 'add this to Claude' is copy-and-paste

Breadth: the long tail of niche tools nobody's first party will ever ship

Full entry →

Every moment on this shelf (28)
ToolCoverageMomentContext
Apify
Session 6: Building an AI-Powered Lead Gen Machine
demonstrated1:47:51Profile-posts-scraper actor for LinkedIn (no cookies, URL input): run-actor → dataset-ID → get-dataset-items (native n8n node, learner-suggested); ~50 posts fetched
Apify
Session 17: Facebook Ads Competitor Research & Replication
demonstrated2:08:20Official Facebook Ads Scraper actor (~29k users), free plan; called via API from an n8n HTTP node using a ChatGPT-generated curl
Apify
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedYouTube Scraper actor (100k users); actors-as-APIs explained; agent-invented approval gate for paid runs
skills.sh
Session 3: Building Elegant Landing Pages
demonstrated0:30:04Marketplace toured: Anthropic frontend-design skill, web-design guidelines, Remotion practices; pick by install count (an SEO-audit skill at 123k installs shown)
skills.sh
Session 7: The Outreach Engine
demonstrated2:26:35Skill marketplace (698k+ skills); source of the Humanizer skill (24k+ stars) composed into the email-copy skill
skills.sh
Session 9: Introduction to Cursor & its principles
demonstrated1:02:14Skill marketplace: superpowers (his universal core; a plugin technically) and extract-design-system (124k installs) both installed by prompt
skills.sh
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:19:10Source of the security-review skill; superpowers reused from Session 9 for the PRD interview
skills.sh
Basecamp 3: Introduction to n8n — I
demonstrated1:16:37Skill marketplace used twice live (Azure Kubernetes advisor, web scraping); pick by usage count
skills.sh
Basecamp 4: Introduction to n8n — II
demonstrated1:27:55Content humanizer skill (based on Claude's official humanizer) and the taste skill; top skill on the site is a 1.4M-download skill-finder skill
skills.sh
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedMarketplace picks by installs/stars: e2e-testing patterns, security best-practices; Anthropic's own web-app-testing spotted
Smithery
Basecamp 5: MCP
demonstrated2:02:51MCP marketplace browsed live; per-MCP Claude install instructions with hosted URL
UI UX Pro Max
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated1:22:44Marketplace skill installed by pasted prompt as the install demo
UI UX Pro Max
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedThe interface-quality layer (~65k stars as-heard), installed live
Apify
Session 2: How to Plan, Scope and Sell your AI Projects
explained1:20:04The scraping layer in the lead-qual design (LinkedIn lead + company profiles, websites); also the ToS-safe answer to 'is scraping LinkedIn legal?' — 'not legal; use Apify or another account'
Apify
Basecamp 4: Introduction to n8n — II
explained2:58:23'App store for APIs' — LinkedIn/Instagram/YouTube scrapers with free credits; pair with geo-proxies for LinkedIn
Apify
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
explainedThe Twitter access lane vs the $200/month X API; budget-gated, on-demand only
Cloudflare security audit skill
Session 14: Claude Code — Advanced Workflows
explained1:23:29Prescribed pre-install audit for any third-party skill; link dropped in chat
skills.sh
Session 14: Claude Code — Advanced Workflows
explained1:08:17The incumbent being disrupted: 836k skills (as heard), Vercel-run, no payments or real vetting
Apify
Session 5: Mastering Lead Generation
mentioned2:43:07Confirmed as a Google Maps scraping alternative
Apify
Session 9: Introduction to Cursor & its principles
mentioned0:49:59The credit-burner whose Reddit complaint thread led him to YT-DLP
Apify
Session 14: Claude Code — Advanced Workflows
mentioned1:23:29Cited as marketplace precedent in the scraping-legality gray-area answer
Apify
Basecamp 3: Introduction to n8n — I
mentioned3:00:53Trainer's choice for LinkedIn scraping instead of DIY
Apify
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
mentionedThe comparison point Scrape Creators replaces ('I'd have to remember which scraper is which')
Apify
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedComparison point carried over from Day 1
Hallmark
Session 4: How to Build Micro Prototypes
mentioned0:55:02Recommended for the landing page in front of the app (GummySearch's landing/product split as the model)
skills.sh
Session 8: The Conversion Playbook
mentioned1:47:10Source of the taste skill ('anti AI slop frontend') recommended for de-slopping generated pages, and the Humanizer reused throughout
skills.sh
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned1:38:27'Not exactly the same thing' as Claude skills; marketplace trust rule applied in Q&A
skills.sh
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned2:38:38Identified in Q&A as an agent-skills directory like the marketplace demoed

Voice

Agents that speak and listen on real phone calls.

ElevenLabs

11 session moments

The voice library — human-sounding synthetic speech, filterable by language and accent, and clonable from your own audio.

Pick this when: The voice itself is the product decision: you want a specific accent, gender or a cloned voice rather than a stock one.

Filterable library (English, British, male…) with a voice ID you paste straight into Retell

Voice cloning from roughly 20 minutes of audio

Multilingual voice tags for agents that must switch language

Full entry →

Retell AI

2 session moments

The platform where you assemble phone-answering AI voice agents: prompt + LLM + voice + functions, billed per minute of talk.

Pick this when: You're building phone agents without a developer background — friendlier than VAPI, vastly more tunable than GoHighLevel's built-in agents.

Deep tuning surface: latency, interruption sensitivity, transcription accuracy, voicemail/IVR handling

Post-call data extraction turns every call into structured CRM rows

Built-in cal.com scheduling functions — booking agents with zero custom code

Full entry →

VAPI

3 session moments

A developer-first voice agent platform — the same job as Retell, aimed at people comfortable in code.

Pick this when: You're a developer who wants API-level control over the call pipeline more than a friendly builder UI.

Developer-oriented surface where Retell is UI-oriented

Near feature parity with Retell on the fundamentals

Full entry →

Wispr Flow

11 session moments

System-wide voice dictation that types where your cursor is — how trainers talk to Claude Code instead of typing.

Pick this when: You prompt agents faster by speaking — with the caveat that ASR garble goes straight into your prompt.

Works in any input box, including terminals

Full entry →

Every moment on this shelf (28)
ToolCoverageMomentContext
ElevenLabs
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated2:06:54Voice-over via restricted key in .env; free-tier commercial-rights limit flagged by Claude
ElevenLabs
Basecamp 6: Voice Agents
demonstrated1:09:54Voice library filtering (English/British/male), voice ID copy into Retell custom provider, multilingual voice tags, voice cloning (~20 min audio) per his LinkedIn video
Retell AI
Basecamp 6: Voice Agents
demonstrated0:37:26The build platform end-to-end: settings tour, agent builder, prompt window, functions, post-call properties, webhooks, call history, live audio testing; heard as 'retail' throughout
Whisperflow
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated1:18:23Voice input to Claude Code; garbled the first business description — retyped
Wispr Flow
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedDictation for the PRD interview — 'I can use Whisper Flow even inside Claude Code'
Wispr Flow
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedDictation through the brainstorm
Wispr Flow
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedThe dictation layer for the soul.md/user.md interviews
Wispr Flow
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedDictation for the spec interview answers
ElevenLabs
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
explainedThe agent-friendly documentation exhibit: copy-page, open-in-Claude/ChatGPT/Cursor buttons
Wispr Flow
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedToolkit #1 dictation; investment-thesis roast prompt shipped verbatim
ElevenLabs
Session 9: Introduction to Cursor & its principles
mentioned1:15:51The audio-skills MCP answer — with a token-cost warning
ElevenLabs
Session 14: Claude Code — Advanced Workflows
mentioned2:58:55Abandoned at the paywall in favor of macOS TTS
ElevenLabs
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned1:23:06Floated for escape-room audio, not used (ASR: '11 Labs')
ElevenLabs
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentionedVoice lane for the client-likeness ads question
ElevenLabs
Basecamp 1: Prompting & RAGs
mentioned0:31:18Human-like generated voices
ElevenLabs
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedVoice generation across L1 starter stack and L3 audio (with Whisper, Suno, Udio, AssemblyAI)
ElevenLabs
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedAudio synthesis in the session-5 directory; voice-cloning consent rule attached
ElevenLabs
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
mentionedThe voice-skill category's obvious ingredient
Retell AI
Session 1: Getting your first Client
mentioned0:20:40Cohort skill inventory — the voice-agent capability behind the property-management offer arithmetic
Siri
Basecamp 6: Voice Agents
mentioned0:17:11Example of an interactive in-app voice assistant
VAPI
Session 7: The Outreach Engine
mentioned2:18:20The cold-DM success story: his email-copy skill booked VAPI's CTO for his podcast
VAPI
Session 14: Claude Code — Advanced Workflows
mentioned0:21:30Used both ways in the CLI-vs-MCP decision rule
VAPI
Basecamp 6: Voice Agents
mentioned0:37:26Comparable platform, more developer-aimed; trainer prefers Retell's UI and settings
VoiceInk-style dictation app (heard as 'free flow')
Basecamp 4: Introduction to n8n — II
mentioned1:34:00Trainer's open-source, on-device whisper dictation tool (Apple-silicon-only); name garbled, learner-identified in chat
Wispr Flow
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned1:16:58Trainer's dictation tool while composing the escape-room prompt ('I'm using Whisperflow')
Wispr Flow
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
mentionedDictation mishap eats a long prompt — 'I'm using FreeFlow... the free application, not the best' (as-heard)
Wispr Flow
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
mentionedVoice-input aside — he clarifies which dictation tool he is (not) using (as heard: 'free flow')
Wispr Flow / FreeFlow
Session 17: Facebook Ads Competitor Research & Replication
mentioned2:49:06Trainer's dictation tools aside: FreeFlow named as the free open-source option, slower than the paid one (ASR garbles the names; identities uncertain)

Scraping & data sources

Getting live web content and datasets into your workflows.

Apify

12 session moments

An app store for scrapers — prebuilt, maintained actors for LinkedIn, Instagram, YouTube and hundreds of other platforms.

Pick this when: The target is a major platform someone has already solved — buying the maintained scraper beats writing one that breaks.

Platform-specific scrapers that survive the sites' defences, maintained by their authors

Free credits to try before committing

The trainer's explicit choice over DIY for LinkedIn

Full entry →

Bright Data

1 session moment

A proxy network for scraping at scale — rotate through real IPs in the geography you need so you don't get banned.

Pick this when: Your scraper works locally and dies in production, or the target is geo-restricted.

Geo-targeted residential proxies — the fix for region-locked targets like LinkedIn

Native n8n nodes, so the proxy layer sits inside the workflow

Full entry →

Firecrawl

11 session moments

Scraping built for AI — hand it a URL and get clean markdown or structured JSON back, with an LLM doing the extraction.

Pick this when: You need page content in a shape a model can use, and you don't want to write or maintain selectors.

AI extraction: give it a prompt and a JSON schema and it returns structured fields, not HTML

Native n8n nodes with quick-connect, plus 100k free credits on the hobby plan

Open source — self-host it when the credits run out

Full entry →

Perplexity

16 session moments

A search-first assistant — answers grounded in live web results with sources attached.

Pick this when: The question is about the current state of the world and you want citations rather than recall.

Search-grounded by default, so freshness isn't something you have to ask for

Used in the course as a spec-checker: paste laptop specs, ask which local model variant fits

Full entry →

Every moment on this shelf (44)
ToolCoverageMomentContext
Apify
Session 6: Building an AI-Powered Lead Gen Machine
demonstrated1:47:51Profile-posts-scraper actor for LinkedIn (no cookies, URL input): run-actor → dataset-ID → get-dataset-items (native n8n node, learner-suggested); ~50 posts fetched
Apify
Session 17: Facebook Ads Competitor Research & Replication
demonstrated2:08:20Official Facebook Ads Scraper actor (~29k users), free plan; called via API from an n8n HTTP node using a ChatGPT-generated curl
Apify
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedYouTube Scraper actor (100k users); actors-as-APIs explained; agent-invented approval gate for paid runs
Firecrawl
Session 9: Introduction to Cursor & its principles
demonstrated1:17:52Blog/site scraper MCP; auto-invoked by the agent to rescue the design extraction
Firecrawl
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedCloud key (1,000 free credits) for the demo; standing advice to self-host and never pay
Firecrawl
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedv2 search across 10 themes, deduped + credibility-ranked; API route chosen over self-host for the demo
Firecrawl
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedPDF Inspector + AnyDoc repos are the build's extraction spine; MIT licensing the deciding factor
Firecrawl
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
demonstratedThe crawler for the external audit tool; scope = the front-end surface engines see
Firecrawl
Basecamp 3: Introduction to n8n — I
demonstrated0:54:14Crawl action node early; then native Firecrawl nodes in the Hacker News scraper with live credential connect
Firecrawl
Basecamp 4: Introduction to n8n — II
demonstrated0:47:14/scrape with JSON+markdown formats, AI-extraction prompt + schema, proxy/stealth options, n8n quick-connect (hobby plan + 100k free credits), self-hosting the open-source repo when credits end
Firecrawl
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedPre-scraped outskill.com brand page reused to feed the color scheme when screenshots overflowed the image API
Firecrawl
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
demonstratedThe live skill install: proposal → approval → skill.md + Python script + .env key wiring
Firecrawl
AI Sprint: The Open Source Playbook — Day 1 (Licenses, Open Weights, and Why Open Isn't Free)
demonstratedScrape-with-branding-format as the brand-capture step
Hacker News
Basecamp 3: Introduction to n8n — I
demonstrated2:26:15Scrape target for the demo — 'like Reddit, built even before Reddit', AI discussion hub
PDF Inspector (Firecrawl)
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstrated'Fast triage and structure layer, not the OCR engine' — classifies pages, routes scans to OCR
Perplexity
Session 5: Mastering Lead Generation
demonstrated1:47:59Live cited lookup of current Sales Navigator filter names — the antidote to ChatGPT's stale training data
Perplexity
AI Sprint: The Open Source Playbook — Day 1 (Licenses, Open Weights, and Why Open Isn't Free)
demonstratedThe live open-source triage tool: n8n check, model-tier lookups, technical-term homework
Perplexity
AI Sprint: The Open Source Playbook — Day 2 (Weights 101, OpenCode, and the Subsidy Math)
demonstratedThe model-council feature being rebuilt; also the assigned lookup tool for technical terms
AnyDoc (Firecrawl)
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
explainedWord/PowerPoint/Excel → clean markdown; integrated as optional in the final architecture
Apify
Session 2: How to Plan, Scope and Sell your AI Projects
explained1:20:04The scraping layer in the lead-qual design (LinkedIn lead + company profiles, websites); also the ToS-safe answer to 'is scraping LinkedIn legal?' — 'not legal; use Apify or another account'
Apify
Basecamp 4: Introduction to n8n — II
explained2:58:23'App store for APIs' — LinkedIn/Instagram/YouTube scrapers with free credits; pair with geo-proxies for LinkedIn
Apify
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
explainedThe Twitter access lane vs the $200/month X API; budget-gated, on-demand only
Perplexity
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
explainedThe model-council feature being rebuilt — 'charging $200 for this'
Perplexity
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
explainedSonar (Perplexity's search model) replaces Google entirely — the better-Perplexity built on Perplexity
Apify
Session 5: Mastering Lead Generation
mentioned2:43:07Confirmed as a Google Maps scraping alternative
Apify
Session 9: Introduction to Cursor & its principles
mentioned0:49:59The credit-burner whose Reddit complaint thread led him to YT-DLP
Apify
Session 14: Claude Code — Advanced Workflows
mentioned1:23:29Cited as marketplace precedent in the scraping-legality gray-area answer
Apify
Basecamp 3: Introduction to n8n — I
mentioned3:00:53Trainer's choice for LinkedIn scraping instead of DIY
Apify
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
mentionedThe comparison point Scrape Creators replaces ('I'd have to remember which scraper is which')
Apify
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedComparison point carried over from Day 1
arXiv
Basecamp 4: Introduction to n8n — II
mentioned3:10:31Deep AI research-paper source, scrapeable, has an MCP server
Bright Data
Basecamp 4: Introduction to n8n — II
mentioned2:50:13Geo-proxy provider with n8n nodes for ban-resistant scraping
Firecrawl
Session 6: Building an AI-Powered Lead Gen Machine
mentioned1:31:37Cohort's answer to 'what scrapes websites' — superseded here by giving the domain to an LLM directly
Perplexity
Session 2: How to Plan, Scope and Sell your AI Projects
mentioned0:32:42'Where are real estate agents hanging out?' — niche channel research
Perplexity
Session 10: Building on Cursor & connect with AI workflows
mentioned2:12:11The unstick move for any service setup: 'I am trying to do X, I am stuck here'
Perplexity
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentionedSonar API named and declined: 'I didn't find it that great'
Perplexity
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
mentionedSonar API named on the scraping side of the divide
Perplexity
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
mentionedThe interface pattern being cloned ('internal Perplexity')
Perplexity
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
mentionedNamed among the answer engines ('wrappers like Perplexity') whose bots the file layer admits
Perplexity
Basecamp 2: Vibe Coding
mentioned2:17:21Screenshot-a-problem debugging companion alongside ChatGPT
Perplexity
Basecamp 3: Introduction to n8n — I
mentioned2:11:46Paste laptop specs, ask which local model variant fits
Perplexity
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedComet agentic browser (toolkit #10) — crawl-your-own-profile pattern feeding the interview rehearsal
Perplexity
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
mentioned'If your question starts with does Hermes—, ask Perplexity' — the training-wheels boundary
Perplexity
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedThe benchmark Superplexity aims to advance

Backend, hosting & code

Databases, deployment, version control — where real apps live.

The WordPress plugin that turns posts into structured data: custom post types, taxonomies, and validated custom fields — the data layer of the LWP method.

Pick this when: You're modeling client-editable content on WordPress — Reno's insistence: 'everything is in one package,' vs CPT UI (harder) and JetEngine (paid).

Post types AND fields in one free plugin (2M installs cited in-course)

Backend-UX controls: instructions, validation, prepend/append labels, field widths

Safe URL renaming via custom permalinks — the rescue for the never-change-the-post-type-key rule

Full entry →

better-auth

2 session moments

An authentication framework for TypeScript/Next.js apps — the auth layer Claude's plans now select by default for marketplace-grade builds.

Pick this when: Your generated app needs real sign-in and you're in the Next.js ecosystem — it's what the model will likely propose anyway.

Model-selected in the s14 live build without being asked for

Reported as joining Vercel (on-screen banner) — ecosystem-aligned

Full entry →

cal.com

2 session moments

Open-source scheduling with a real API — the booking layer voice agents plug into.

Pick this when: Something automated needs to book time on a calendar and you want event types, limits and availability defined properly.

Built-in Retell functions — booking agents with no custom code

Event types carry their own availability rules, limits and confirmation settings

Open source, so clients can host their own

Full entry →

Composio

1 session moment

A hosting layer for MCP servers — it runs the server and handles the auth so you only paste a URL.

Pick this when: You want a third-party integration without self-hosting anything or managing OAuth yourself.

Hosted servers mean no install and no local process to keep alive

Handles the underlying service authorization as part of the connect flow

Full entry →

Docker

2 session moments

Containerized app runtimes: package a service (like Postgres) with everything it needs and run it identically anywhere.

Pick this when: A build needs real backing services locally (databases, queues) — the enterprise-grade default the course's plans reach for.

The reason 'enterprise-grade' prompts pull in Postgres locally

Isolates dependencies so installs don't pollute your machine

Full entry →

GitHub

27 session moments

Where code lives and how it moves between tools — the course calls an account 'non-negotiable'.

Pick this when: Always. It's the interchange format between vibe-coding platforms, coding agents and your own machine.

The handoff point: Lovable pushes here, Claude Code clones from here

Version history is the safety net that makes aggressive AI editing survivable

Public repos are how the course shares finished builds with the cohort

Full entry →

GoHighLevel

3 session moments

An agency CRM with marketing automation bundled — and native voice agents the course explicitly avoids.

Pick this when: You're running an agency that already lives in it; not for the AI features.

All-in-one agency stack: CRM, funnels, messaging, scheduling

The trainer's own agency CRM — export call notes to it rather than building agents in it

Full entry →

Hostinger / SiteGround

10 session moments

LWP's two recommended WordPress hosts: Hostinger the beginner-friendly value pick, SiteGround the more premium one — both with the free-subdomain feature the method leans on.

Pick this when: Hosting WordPress with full plugin freedom at sane prices — against wordpress.com and Elementor Hosting, both refused by the course.

Free subdomains by the hundred: the staging-and-portfolio mechanism of the LWP workflow

WordPress-optimized packages under $10/mo (promo pricing)

Full entry →

Lovable Cloud

1 session moment

Lovable's own bundled back end — database, auth, storage and AI models with zero setup, in exchange for living inside Lovable.

Pick this when: You want the MVP working today and lock-in is an acceptable price — pick Supabase instead the moment the app matters.

Zero configuration: no separate account, no keys, no SQL editor

AI models included, so a generated app can call an LLM without you buying API credits

It's what Lovable actively steers you toward — the BC2 trainer pivoted to it mid-demo

Full entry →

Qdrant

1 session moment

Open-source vector database with an embedded mode — the searchable memory a RAG system stores its chunks in.

Pick this when: You want vector search inside the process (single-tenant, on-prem, laptop-sized) instead of a hosted vector-database service.

Embedded mode runs in-process — Session 22's build used one collection per conversation with no service to operate

Part of a ~107MB install alongside Haystack — vector search without infrastructure

Scales up to a real clustered service later without changing the mental model

Full entry →

Railway

1 session moment

Container-friendly app hosting — the agency's alternative to Vercel for things that need a real process running.

Pick this when: The app isn't a static front end — it needs a persistent server, a worker, or a self-hosted service.

Runs long-lived processes, not just serverless front ends

Named alongside Vercel as where the trainer's agency puts client MVPs

Full entry →

Replit

5 session moments

A browser IDE that grew a vibe-coding agent — build, run and host in one tab.

Pick this when: You want the generated app to live somewhere runnable immediately and you like an IDE view rather than pure chat.

Built a working blog in the BC4 bake-off — a real result, not a shell

IDE plus hosting in one place, so there's no deploy step to learn

Full entry →

Proper email delivery services — what you move to when a workflow's Gmail node stops being enough.

Pick this when: You're sending to more than a handful of people and deliverability, unsubscribes and templates start mattering.

Built for bulk: multi-recipient sending without tripping spam heuristics

The named upgrade path from BC4's Gmail-node newsletter

Full entry →

RunPod / Hostinger VMs

1 session moment

Cheap rented compute — roughly $10 a month for a VM that runs n8n and Ollama when your own hardware won't.

Pick this when: Local hardware is the blocker (the course singles out Intel laptops) and you'd rather rent than upgrade.

About $10/month to move the whole local stack off your machine

GPU options for model workloads local hardware can't touch

Full entry →

Supabase

12 session moments

A managed back end in a box — Postgres database, auth, storage, and edge functions — with a generous free tier, so vibe-coded apps get real infrastructure.

Pick this when: You're graduating an app out of a vibe-coding platform's walled garden and want real Postgres you control — vs Lovable Cloud's zero-setup lock-in or Convex.

Row-level security (RLS) — table-level protection the course treats as non-negotiable

Real Postgres underneath — nothing proprietary to migrate off later

Edge functions keep API keys server-side, out of your front end

Full entry →

Vercel

18 session moments

Push a repo, get a live URL — the course's default free hosting for anything front-end.

Pick this when: You need a shareable link today and the app is a web front end; it's the free recommendation throughout.

Deploys straight from a GitHub repo with no configuration

Free tier good enough for client demos and learner projects

Part of the course's 'serious' stack: Claude Code + Supabase + Vercel

Full entry →

WordPress

10 session moments

The free CMS under a third of the web: turns a folder of site files into manageable media, posts, pages, plugins and themes.

Pick this when: You want ownership, the plugin ecosystem, and portability across hosts — the LWP stack's foundation.

Biggest CMS in the world; free software installed on any hosting

Posts/comments heritage explains its architecture (born as self-publishing freedom)

Custom post types make it a general content database, not just a blog

Full entry →

Every moment on this shelf (133)
ToolCoverageMomentContext
ACF
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedPost types, taxonomies, field groups, validation, presentation, URL/permalink controls — the chapter's second protagonist
ACF (Advanced Custom Fields)
Section 4: The Design System — Figma Export, Clean WordPress, and the Class System
demonstratedInstalled as standing default — the s02 data layer's prerequisite
ACF (Advanced Custom Fields)
Section 6: Possibilities You Should Know — the Capability Catalog
demonstratedShortcode-in-text dynamic prose; URL field powering CPT download buttons
Bolt / Replit / Emergent / same.dev
Basecamp 4: Introduction to n8n — II
demonstrated2:19:36Bake-off participants — Bolt weak, Emergent 'pretty cool', same.dev and Base44 login-gated mid-demo, Replit built a working blog
cal.com
Basecamp 6: Voice Agents
demonstrated2:18:58Calendar connect, one-time-visible API key, event types, availability/limits, phone-vs-email confirmation, event type ID from URL
Convex
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:11:06His intended open-source reactive database (pairs well with Clerk); the agent ultimately chose Neon via the clone's conventions
GitHub
Session 4: How to Build Micro Prototypes
demonstrated1:33:47Repo creation (private), commits with IDs and changed files, push confirmations, repo-as-source-of-truth doctrine; taught from zero via the Google-Drive analogy
GitHub
Session 4: How to Build Micro Prototypes
demonstrated1:33:47Repo creation (private), commits with IDs and changed files, push confirmations, repo-as-source-of-truth doctrine; taught from zero via the Google-Drive analogy
GitHub
Session 8: The Conversion Playbook
demonstrated2:56:41The deploy loop: local folder → push → green check → live site; his pixel commit deployed in under a minute
GitHub
Session 8: The Conversion Playbook
demonstrated2:56:41The deploy loop: local folder → push → green check → live site; his pixel commit deployed in under a minute
GitHub
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:42:07The Duolingo clone repo (MIT license, checked on stage) as the UX skeleton
GitHub
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:42:07The Duolingo clone repo (MIT license, checked on stage) as the UX skeleton
GitHub
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated2:22:12Connector; repo created and pushed by prompt, no git commands
GitHub
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated2:22:12Connector; repo created and pushed by prompt, no git commands
GitHub
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
demonstrated2:45:53His 38-project repo toured: Secure AI Lab (self-hosted local stack), CLI agent, gesture-controlled CAD — the practice-in-public evidence
GitHub
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
demonstrated2:45:53His 38-project repo toured: Secure AI Lab (self-hosted local stack), CLI agent, gesture-controlled CAD — the practice-in-public evidence
GitHub
Session 16: GitHub 101 — Fundamentals & Essentials
demonstrated0:12:01The session's subject: repo creation via Lovable, collaborators, dev branch, PR raise/diff/merge, rollback, fork walk-through, pricing page (free: 500 MB packages; Team $4/user/mo: 2 GB)
GitHub
Session 16: GitHub 101 — Fundamentals & Essentials
demonstrated0:12:01The session's subject: repo creation via Lovable, collaborators, dev branch, PR raise/diff/merge, rollback, fork walk-through, pricing page (free: 500 MB packages; Team $4/user/mo: 2 GB)
GitHub
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedUGC-Dashboard repo: MIT, Fortune-500 README, mermaid graphs, secret scan before push
GitHub
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedUGC-Dashboard repo: MIT, Fortune-500 README, mermaid graphs, secret scan before push
GitHub
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedDedicated publish chat; force-push nudged three times; PRs/worktrees taught in passing
GitHub
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedDedicated publish chat; force-push nudged three times; PRs/worktrees taught in passing
GitHub
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedDedicated chat makes the repo public with MIT after a 404 (accidentally private first)
GitHub
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedDedicated chat makes the repo public with MIT after a 404 (accidentally private first)
GitHub
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedAuthReady pushed public with README mid-session
GitHub
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedAuthReady pushed public with README mid-session
GitHub
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedPhased pushes, README with Drive link, MIT license switch, Dependabot PR bafflement ('I don't know what Dependabot is')
GitHub
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedPhased pushes, README with Drive link, MIT license switch, Dependabot PR bafflement ('I don't know what Dependabot is')
GitHub
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
demonstratedProduction pushes mid-session; MIT repo for the audit tool; Actions as continuous GEO
GitHub
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
demonstratedProduction pushes mid-session; MIT repo for the audit tool; Actions as continuous GEO
GitHub
Session 24: Building a Marketing OS — Sector-Agnostic Command Center on an Open-Source Stack
demonstratedRepo pushed and flipped public for the cohort mid-session
GitHub
Session 24: Building a Marketing OS — Sector-Agnostic Command Center on an Open-Source Stack
demonstratedRepo pushed and flipped public for the cohort mid-session
GitHub
Basecamp 2: Vibe Coding
demonstrated2:09:05Repo sync from Lovable, repository concept, green-button clone URL; 'a GitHub account is non-negotiable'
GitHub
Basecamp 2: Vibe Coding
demonstrated2:09:05Repo sync from Lovable, repository concept, green-button clone URL; 'a GitHub account is non-negotiable'
GitHub
Basecamp 4: Introduction to n8n — II
demonstrated2:27:44Repos published live (Lovable + Bolt + Codex outputs) and added to the resource pack
GitHub
Basecamp 4: Introduction to n8n — II
demonstrated2:27:44Repos published live (Lovable + Bolt + Codex outputs) and added to the resource pack
GitHub
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedPublic push with .gitignore verification and curated commit scope
GitHub
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedPublic push with .gitignore verification and curated commit scope
GitHub
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
demonstratedTwo repos created live; the shelf both hosts deploy from
GitHub
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
demonstratedTwo repos created live; the shelf both hosts deploy from
GitHub
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedDevin's branch + PR + checks viewed live — Day 1's pizza mechanics operated by an agent
GitHub
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedDevin's branch + PR + checks viewed live — Day 1's pizza mechanics operated by an agent
GitHub CLI
Session 14: Claude Code — Advanced Workflows
demonstrated0:19:29Installed and device-authenticated live; conversational repo queries verified against github.com
GitHub CLI
Session 14: Claude Code — Advanced Workflows
demonstrated0:19:29Installed and device-authenticated live; conversational repo queries verified against github.com
Hostinger
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
demonstrated1-click managed OpenClaw (~$11/mo), Nexos credits, the dashboard walkthrough — the sprint's beginner rail
Hostinger
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
demonstratedh-panel root access, Docker manager project name, browser terminal (not recommended for Claude Code)
Hostinger / SiteGround
Section 5: The Building Workflow — Starter Template, Build Order, and Delivery
demonstratedSubdomain creation + per-subdomain WordPress installs; staging tools; SiteGround Optimizer
Hostinger / SiteGround
Section 7+8: Speed, Security, and Fleet Management — plus the Course Close
demonstratedCloud tiers, backup retention windows, security documentation, optimizer plugins — the chapter's spine
Lovable Cloud
Basecamp 2: Vibe Coding
demonstrated1:52:04Mid-session pivot target; full back end + AI models out of the box; 'what they are pushing so badly'
Qdrant
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedEmbedded mode — one collection per conversation, no separate service
Resend / SendGrid / Mailchimp
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedResend: key created live, test-scoped send lands in his real inbox; react.email templates toured
Supabase
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedDatabase layer via MCP server; its jobs chat reported done first
Supabase
Basecamp 2: Vibe Coding
demonstrated1:16:52Org/project creation, password, automatic RLS, project URL + publishable/service-role keys, SQL editor migration run creating profiles/projects/tasks tables — then abandoned for Lovable Cloud when wiring fought back
Vercel
Session 4: How to Build Micro Prototypes
demonstrated2:02:17Import Git Repository, GitHub-app access grant, deploy, 19-second redeploy on push, Domains tab with GoDaddy DNS walkthrough; his agency site runs this stack
Vercel
Session 9: Introduction to Cursor & its principles
demonstrated1:46:40One-prompt deploy from Cursor to a live production URL; auth wobble resolved live; Netlify named as beginner alternative
Vercel
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated2:22:12Connector; free hosting to a public URL; wrong-app incident and fix
Vercel
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedCLI-linked deploy of the credit-safe public demo
Vercel
Session 24: Building a Marketing OS — Sector-Agnostic Command Center on an Open-Source Stack
demonstratedBoth apps deployed live (website + dashboard as separate projects)
Vercel
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
demonstratedRepo import, env vars, logs, instant rollback, domain + auto-SSL — the session's frontend spine
Vercel CLI
Session 14: Claude Code — Advanced Workflows
demonstrated2:09:59Docs page pasted as context; deploy run by a sub agent; one failed build relaunched to a live link
WordPress
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
demonstratedCMS anatomy, media/posts/pages/menus/settings tour, theme switching
WordPress
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedClassic vs Gutenberg editors, menus, reading/permalink settings, screen options
WordPress
Section 4: The Design System — Figma Export, Clean WordPress, and the Class System
demonstratedThe full settings pass: plugins, themes, general/reading/media/permalinks, Customizer CSS
WordPress
Section 5: The Building Workflow — Starter Template, Build Order, and Delivery
demonstratedUsers/roles, password change, migration import/export, plugin ecosystem navigation
WordPress
Section 6: Possibilities You Should Know — the Capability Catalog
demonstratedMenus screen, media library file URLs, users/roles context
WordPress
Section 7+8: Speed, Security, and Fleet Management — plus the Course Close
demonstratedPlugin audit, last-updated checks, the three-CPT-plugin confession
better-auth
Session 14: Claude Code — Advanced Workflows
explained1:57:49Model-selected auth framework; 'acquired by Vercel' speculation as heard
Docker
Session 14: Claude Code — Advanced Workflows
explained1:55:46Chosen by the plan for enterprise-grade Postgres; skipped live to protect the demo laptop
Git
Session 4: How to Build Micro Prototypes
explained1:25:39The version-control software itself: install once, agents operate it; commit=snapshot, push=upload, clone=download; branches deferred
Git
Session 4: How to Build Micro Prototypes
explained1:25:39The version-control software itself: install once, agents operate it; commit=snapshot, push=upload, clone=download; branches deferred
GitHub
Beginner Glossary (30 terms) + I'm Stuck Guides (23)
explainedGlossary entry plus the portability guide (clean-environment build test as the real proof)
GitHub
Beginner Glossary (30 terms) + I'm Stuck Guides (23)
explainedGlossary entry plus the portability guide (clean-environment build test as the real proof)
GitHub
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
explainedThe pizza-restaurant recap: branch/PR/merge/reject-with-feedback/fork/commit; repo created conversationally in the demo
GitHub
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
explainedThe pizza-restaurant recap: branch/PR/merge/reject-with-feedback/fork/commit; repo created conversationally in the demo
GitHub Copilot
Session 16: GitHub 101 — Fundamentals & Essentials
explained0:50:52Named for merge-conflict resolution, PR pre-checks ('ask Copilot to do the necessary checks'), and the rollback assist
GitHub Pages / Vercel
Session 3: Building Elegant Landing Pages
explained2:02:17The hosting pair: static → Pages (free), backend → Vercel; Vercel security scare contextualized (GitHub/Microsoft get hit too)
GitHub Pages / Vercel
Session 3: Building Elegant Landing Pages
explained2:02:17The hosting pair: static → Pages (free), backend → Vercel; Vercel security scare contextualized (GitHub/Microsoft get hit too)
GoHighLevel
Session 2: How to Plan, Scope and Sell your AI Projects
explained1:20:04The client's CRM in the worked design — contacts created, data points and lead scores written back
Hostinger
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
explainedHis hosting; Cloud Startup plan named, 'livingwithpixels' discount code as-heard
Hostinger / SiteGround
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
explainedThe two recommended hosts; subdomain feature is load-bearing
Hostinger / SiteGround
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
explained1-click Hermes/OpenClaw installs — the always-on hosting lane and 'safer sandbox'
Hostinger / SiteGround
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
explainedThe always-on host that makes crons trustworthy — 'your laptop is off at 7 AM'
Vercel
Session 16: GitHub 101 — Fundamentals & Essentials
explained2:32:45Per-branch projects with auto-deploy on merge; environment variables configured here, not in the repo
WordPress
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
explained'Page builders on WordPress are more advanced than most other platforms' — with the wordpress.com do-not-buy warning
ACF (Advanced Custom Fields)
Section 7+8: Speed, Security, and Fleet Management — plus the Course Close
mentionedOne of the three overlapping CPT systems on his own site; contender in the open rebuild decision
Better Auth
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
mentionedWith Clerk, his 'most stable' third-party auth picks; 20+ providers
Cal.com
Session 8: The Conversion Playbook
mentioned0:11:21The booking layer named for sequence links (planned setup in the skills pack)
Composio
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
mentioned2:13:06Host of the awesome-claude-code-skills curated list
Docker
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
mentionedExplicitly NOT needed for MVPs — with Kubernetes, deferred to money-in-pocket scale
Eve (Vercel agent framework)
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentioned'A live agent sitting inside your product' — instructions/schedules/tools framework; cohort requests a session on it
GitHub
Session 17: Facebook Ads Competitor Research & Replication
mentioned0:08:09Callback to the prior session's GitHub + Lovable workflow homework
GitHub
Session 17: Facebook Ads Competitor Research & Replication
mentioned0:08:09Callback to the prior session's GitHub + Lovable workflow homework
GitHub
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL5's real-repository PR project; Copilot on the developer track
GitHub
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL5's real-repository PR project; Copilot on the developer track
GitHub
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedThe team-collaboration answer: shared repo, since Antigravity has no teams mode
GitHub
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedThe team-collaboration answer: shared repo, since Antigravity has no teams mode
GitHub Desktop
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned2:16:31UI alternative to terminal git — same operations, different front
GitHub Desktop
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned2:16:31UI alternative to terminal git — same operations, different front
GoHighLevel
Session 8: The Conversion Playbook
mentioned0:47:57Named in automations integrations and in the 'any tool works, take the principles' answer (with Kajabi)
GoHighLevel
Basecamp 6: Voice Agents
mentioned2:57:30His agency's CRM; native voice agents dismissed for lack of tuning controls; call-notes export covered on his YouTube
Hostinger / SiteGround
Section 4: The Design System — Figma Export, Clean WordPress, and the Class System
mentionedHostinger Cloud's pre-installed plugins are the clutter the cleanup stage deletes
Hostinger / SiteGround
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedNamed with Vercel as the hosting answer for Antigravity-built apps
Railway
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentionedCommunity OpenClaw template — an alternative rail, noted not endorsed
Replit
Session 10: Building on Cursor & connect with AI workflows
mentioned2:03:51His mobile-app starter recommendation — store-submission friction is the hard part, and Replit eases it
Replit
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedBundled into the same mockup claim
Replit
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedReplit Auth named as a managed authentication lane
Replit / Bolt / Emergent
Basecamp 2: Vibe Coding
mentioned1:54:05Peer web vibe-coding platforms, all pushing their own cloud ecosystems; learner Syed graduated from Emergent to Claude Code/Cursor/Codex
Resend
Session 8: The Conversion Playbook
mentioned0:43:52Genre-defined: transactional/broadcast for developers, opt-in only — 'cold emails are discouraged'; SendGrid same category
Resend / SendGrid / Mailchimp / Azure Communication
Basecamp 4: Introduction to n8n — II
mentioned2:09:24Proper multi-recipient newsletter delivery services beyond the Gmail node
RunPod / Hostinger
Basecamp 3: Introduction to n8n — I
mentioned2:58:52~$10 VM rental for n8n/Ollama when local hardware (esp. Intel laptops) won't cut it
Supabase
Session 4: How to Build Micro Prototypes
mentioned1:58:11The database you'd configure locally when a complex app leaves Lovable Cloud — deferred to the build phase
Supabase
Session 10: Building on Cursor & connect with AI workflows
mentioned1:11:06The beginner-friendly database alternative (also handles auth)
Supabase
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned2:36:16Named (with MongoDB) as the database path deferred to a future technical session
Supabase
Session 14: Claude Code — Advanced Workflows
mentioned0:21:30Listed among platforms whose CLIs plug into Claude Code
Supabase
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned0:24:10In the multi-cloud example (database piece); also surfaced in Sayed's escape-room variant (Supabase auth on the membership door, 2:24:38)
Supabase
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentionedNamed (with MongoDB) as the missing persistence layer — reload currently loses state
Supabase
Session 24: Building a Marketing OS — Sector-Agnostic Command Center on an Open-Source Stack
mentionedSpotted configured in a cohort member's parallel build ('that's crazy that Supabase is also set up')
Supabase
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentioned'Antigravity can handle Supabase — give it the information' (as-heard 'Superbase')
Supabase
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
mentionedNamed as the Postgres-managed alternative; 'higher, costlier side' vs Atlas in his view
Supabase
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedAuth via edge functions — 'don't ask me what an edge function is, for now just take it'
Vercel
Session 7: The Outreach Engine
mentioned1:29:38Where he configures domain redirects (with Claude's help)
Vercel
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
mentioned2:41:27Learner (Syed) deployed his class-built page/video via Vercel
Vercel
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
mentionedEcosystem argument: skills.sh, Agent Browser, hosting
Vercel
Basecamp 4: Introduction to n8n — II
mentioned3:04:27Free hosting recommendation for learner-built platforms
Vercel
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL5 hosting shortlist with Supabase, Firebase, AppSheet
Vercel
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedHosting/deployment named alongside Netlify, Hostinger, Firebase, Supabase in the infrastructure growth path
Vercel
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
mentionedNamed with Netlify as the publish path from the GitHub repo — skipped to save tokens
Vercel
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
mentioned'Deploy to Vercel in one click later' in the chosen architecture
Vercel
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedThe other named hosting lane
Vercel / Railway
Basecamp 2: Vibe Coding
mentioned2:36:03Trainer's agency deploys client MVPs here and shares hosted links for feedback loops
WordPress
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedWith Webflow and Wix: where the design goes next, and where responsive decisions are made
WordPress
Section 3: The Container — Layout, Wrapping Math, and Custom Positioning
mentionedAdmin bar fakes hero overflow — incognito checks
WordPress
AI Sprint: The Open Source Playbook — Day 1 (Licenses, Open Weights, and Why Open Isn't Free)
mentionedNamed among the everyone-already-uses-open-source examples

Messaging & telephony

Email delivery services and phone-number plumbing.

Proper email delivery services — what you move to when a workflow's Gmail node stops being enough.

Pick this when: You're sending to more than a handful of people and deliverability, unsubscribes and templates start mattering.

Built for bulk: multi-recipient sending without tripping spam heuristics

The named upgrade path from BC4's Gmail-node newsletter

Full entry →

Twilio

1 session moment

Phone numbers and SIP trunking — the plumbing that connects a voice agent to the actual telephone network.

Pick this when: You need real numbers, especially outside the US, and you don't want to pay a voice platform's resale markup.

Numbers in effectively any country, where voice platforms typically resell US/CA only

SIP trunking connects those numbers to the agent platform

Clients host their own account, so the phone bill and the liability stay theirs

Full entry →

Every moment on this shelf (4)
ToolCoverageMomentContext
Resend / SendGrid / Mailchimp
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedResend: key created live, test-scoped send lands in his real inbox; react.email templates toured
Twilio
Basecamp 6: Voice Agents
explained0:51:37Preferred telephony provider: buy any country's numbers, SIP trunk setup, cheaper than Retell's resold numbers; clients host their own accounts
Resend
Session 8: The Conversion Playbook
mentioned0:43:52Genre-defined: transactional/broadcast for developers, opt-in only — 'cold emails are discouraged'; SendGrid same category
Resend / SendGrid / Mailchimp / Azure Communication
Basecamp 4: Introduction to n8n — II
mentioned2:09:24Proper multi-recipient newsletter delivery services beyond the Gmail node

Dev libraries & frameworks

Building blocks named in prompts so generated apps come out right.

The WordPress plugin that turns posts into structured data: custom post types, taxonomies, and validated custom fields — the data layer of the LWP method.

Pick this when: You're modeling client-editable content on WordPress — Reno's insistence: 'everything is in one package,' vs CPT UI (harder) and JetEngine (paid).

Post types AND fields in one free plugin (2M installs cited in-course)

Backend-UX controls: instructions, validation, prepend/append labels, field widths

Safe URL renaming via custom permalinks — the rescue for the never-change-the-post-type-key rule

Full entry →

better-auth

2 session moments

An authentication framework for TypeScript/Next.js apps — the auth layer Claude's plans now select by default for marketplace-grade builds.

Pick this when: Your generated app needs real sign-in and you're in the Next.js ecosystem — it's what the model will likely propose anyway.

Model-selected in the s14 live build without being asked for

Reported as joining Vercel (on-screen banner) — ecosystem-aligned

Full entry →

Haystack

1 session moment

Open-source AI orchestration framework for building production-grade RAG pipelines and agents — the LEGO blocks under a custom answer engine.

Pick this when: You want a self-hostable, provider-swappable RAG core (OpenAI for demo, Ollama for production) rather than a hosted RAG service.

Tiny real footprint: ~107MB installed with embedded Qdrant in Session 22's measured comparison — while RAGflow demanded 16GB RAM + 50GB disk

Provider-agnostic by design — the same pipeline ran OpenAI and Ollama adapters

Pairs with an embedded vector store, so single-tenant RAG needs no database service at all

Full entry →

LangChain / LangGraph

4 session moments

The code layer under most agent tooling — LangChain for chains and tools, LangGraph for stateful multi-step agents.

Pick this when: You're writing the agent in code rather than on a canvas — or you want to know what n8n's AI nodes are actually doing.

n8n's AI features are built on it, per the BC2 trainer — the canvas is a UI over this

LangGraph handles genuinely stateful agents, not just linear chains

The course's advice: point a coding agent at the docs rather than learning it by hand

Full entry →

Next.js

9 session moments

Vercel's React framework — the base LEGO block of the course's modern web builds, and the server-rendering answer when SEO matters.

Pick this when: You're building a real site where crawlers and AI engines must see full HTML — SSR/SSG out of the box.

The foundation of the wrapper tower: components → shadcn → paid kits all sit on it

The migration target when client-rendered (Vite) sites need search visibility

Full entry →

Qdrant

1 session moment

Open-source vector database with an embedded mode — the searchable memory a RAG system stores its chunks in.

Pick this when: You want vector search inside the process (single-tenant, on-prem, laptop-sized) instead of a hosted vector-database service.

Embedded mode runs in-process — Session 22's build used one collection per conversation with no service to operate

Part of a ~107MB install alongside Haystack — vector search without infrastructure

Scales up to a real clustered service later without changing the mental model

Full entry →

Remotion

4 session moments

Videos as React code: programmatic MP4 rendering with no video model anywhere in the loop — deterministic, editable, essentially free.

Pick this when: You want structured product/explainer video you can edit surgically (timeline studio, re-render) rather than diffusion-model clips you can only regenerate.

Official vendor skill bundle installs the company's own expertise (npx skills add)

npx remotion studio: scrub the literal timeline, name the broken frame, prompt the fix

Design-system continuity: builds videos in your site's own colors when run in the same session

Full entry →

Tailwind CSS + shadcn/ui

8 session moments

The styling combination that makes a vibe-coded app stop looking vibe-coded.

Pick this when: Your generated app has the default purple-gradient look and you want it to pass as production.

Naming them in the prompt is the entire fix — no design skill required

shadcn's components are the ones every polished AI-built app is quietly using

Works with the reverse-engineering trick: screenshot a UI you like and ask for it in these terms

Full entry →

Every moment on this shelf (33)
ToolCoverageMomentContext
ACF
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedPost types, taxonomies, field groups, validation, presentation, URL/permalink controls — the chapter's second protagonist
ACF (Advanced Custom Fields)
Section 4: The Design System — Figma Export, Clean WordPress, and the Class System
demonstratedInstalled as standing default — the s02 data layer's prerequisite
ACF (Advanced Custom Fields)
Section 6: Possibilities You Should Know — the Capability Catalog
demonstratedShortcode-in-text dynamic prose; URL field powering CPT download buttons
Haystack
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedChosen RAG core — ~107MB with embedded Qdrant; he also wants it inside his Hermes agent
Next.js
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedScaffold under the product; TSX = TypeScript confirmed by the room
Next.js
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedScaffolded by the first big prompt
Next.js
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedNext.js 16 under the dashboard
Next.js
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedDashboard scaffold under the shadcn block
Next.js
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedFront end; the backend/front-end split taught from first principles
Next.js
Session 23: Automating AEO/GEO — Audits, the File Layer, and Evidence-Led AI Search
demonstratedRecommended substrate; fresh install demoed; server rendering as the js-shell fix
Next.js
Session 24: Building a Marketing OS — Sector-Agnostic Command Center on an Open-Source Stack
demonstratedThe monorepo substrate; two-app, two-Vercel-deploy shape
Next.js
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
demonstratedDefault frontend; auto-detected by Vercel at import
Qdrant
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedEmbedded mode — one collection per conversation, no separate service
Remotion
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated1:32:29Official vendor skills via npx skills add; phase-guide doc; 900-frame render; npx remotion studio timeline editing
shadcn/ui
Session 14: Claude Code — Advanced Workflows
demonstrated0:58:09Component tour, theming; installed into the build via CLI docs paste + skill from skills.sh (230k+ installs)
Tailwind CSS + shadcn/ui
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedIncluding the full Vercel→Next.js→shadcn→TweakCN genealogy told as a story ('a guy named Shad who works at Vercel')
Tailwind CSS + shadcn/ui
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedBlock + theme recipe again; first render 'really bad,' recovered with a safer sidebar block
Tailwind CSS + shadcn/ui
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedDashboard block; a learner-contributed theme adopted over Claymorphism mid-session
Tailwind CSS + shadcn/ui
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedDashboard block; the foundation-before-theme lesson
Tailwind CSS + shadcn/ui
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedDashboard block + TweakCN 'Cyberpunk' theme, dark-only
better-auth
Session 14: Claude Code — Advanced Workflows
explained1:57:49Model-selected auth framework; 'acquired by Vercel' speculation as heard
LangChain / LangGraph
Basecamp 2: Vibe Coding
explained0:35:59Code layer under n8n-style tools; agents via LangGraph; non-technical builders should point coding agents at the docs instead of hand-building
Next.js
Session 14: Claude Code — Advanced Workflows
explained0:58:09Named the foundation framework of the wrapper tower; the marketplace is a Next.js app-router TypeScript build
shadcn/ui
Basecamp 2: Vibe Coding
explained0:33:58With Tailwind, the combo that makes vibe-coded apps look like production apps
Tailwind CSS
Basecamp 2: Vibe Coding
explained0:31:57Fix for the identical 'purple gradient' Lovable look; name it in prompts or reverse-engineer screenshots of UIs you like
ACF (Advanced Custom Fields)
Section 7+8: Speed, Security, and Fleet Management — plus the Course Close
mentionedOne of the three overlapping CPT systems on his own site; contender in the open rebuild decision
Better Auth
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
mentionedWith Clerk, his 'most stable' third-party auth picks; 20+ providers
LangChain / LangGraph
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL2 orchestration and L4 agent frameworks (with LlamaIndex, CrewAI, AutoGen)
LangChain / LangGraph
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentionedFramed as an agentic framework — a different layer than a runtime
LangChain / LangGraph
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedOrchestration references; LangGraph suggested for storing and rating dataset/golden records
Remotion
Session 3: Building Elegant Landing Pages
mentioned0:25:58Code-driven video editing framework (with a peer heard as 'hyperframes') — the class of tool whose skills need scripts
Remotion
Session 14: Claude Code — Advanced Workflows
mentioned2:32:23Yesterday's tool (session 13); positioned as the alternative HyperFrames competes with
Remotion
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentionedKept out of v1; named for caption-grade editing alongside HyperFrames

Design & whiteboarding

Visual tools — design canvases and diagram boards.

Canva

3 session moments

Browser design that non-designers can actually finish — and now an AI connector that generates editable drafts in chat.

Pick this when: You need a decent-looking visual artifact and you're not going to open a real design tool.

Generated designs open in Canva for editing — you get a draft, not a dead image

The flagship ChatGPT app demo: one prompt, finished invitation designs in-chat

Full entry →

Elementor

9 session moments

The WordPress page builder: free version takes over the page content box with widgets; Pro overrides theme parts (header, footer, post templates) and adds dynamic content.

Pick this when: You build client sites on WordPress and want visual editing with real dynamic-content architecture underneath — accepting plan-tier gates on the pro features.

Theme builder that overrides (not builds) WordPress theme parts with the same editor

Dynamic content + custom post types turn pages into renderings of single-source data

Saved templates and a widget library replacing single-purpose plugins

Full entry →

Excalidraw

6 session moments

A hand-drawn-style whiteboard — the course's thinking surface for node anatomy and workflow mind maps.

Pick this when: You want to explain a structure fast and the sketchy look signals 'this is a draft, argue with it'.

Deliberately informal styling that invites correction rather than approval

Boards export as JSON, so a diagram becomes a shareable, editable artifact

Free, instant, no account needed to start

Full entry →

Figma

12 session moments

The professional design tool — and an MCP server that lets an AI design in it without you opening it.

Pick this when: Real design work, or when you want an agent to produce design artifacts programmatically.

Its MCP server was BC5's headline possibility demo — design without opening Figma

The industry standard, so its file format is the lingua franca of handoff

Full entry →

front-end design

1 session moment

Anthropic's design-specialist plugin: 'a trained employee with highly UI/UX design ideas' vs the model's generic default output.

Pick this when: Any generated page that humans will judge — the before/after in session 12 is the proof.

Visible quality jump on landing pages, demonstrated live

Auto-invoked once installed when design tasks appear

Full entry →

HyperFrames

2 session moments

HeyGen's open-source video skill for Claude Code: skill + effects catalog + one prompt in, storyboarded brand-true explainer video out.

Pick this when: You want the storyboard-and-frames pipeline with stronger subtitles than Remotion, free, driven entirely by a skill.

Reads your code base to extract the design system before storyboarding

Writes a reviewable storyboard.md, then renders frames with parallel self-checking workers

Real-world proof: the trainer's session-to-YouTube-shorts pipeline with face tracking

Full entry →

Remotion

4 session moments

Videos as React code: programmatic MP4 rendering with no video model anywhere in the loop — deterministic, editable, essentially free.

Pick this when: You want structured product/explainer video you can edit surgically (timeline studio, re-render) rather than diffusion-model clips you can only regenerate.

Official vendor skill bundle installs the company's own expertise (npx skills add)

npx remotion studio: scrub the literal timeline, name the broken frame, prompt the fix

Design-system continuity: builds videos in your site's own colors when run in the same session

Full entry →

Tailwind CSS + shadcn/ui

8 session moments

The styling combination that makes a vibe-coded app stop looking vibe-coded.

Pick this when: Your generated app has the default purple-gradient look and you want it to pass as production.

Naming them in the prompt is the entire fix — no design skill required

shadcn's components are the ones every polished AI-built app is quietly using

Works with the reverse-engineering trick: screenshot a UI you like and ask for it in these terms

Full entry →

v0 (Vercel)

1 session moment

Vercel's component generator — the original 'describe a UI, get React' tool, now with prebuilt templates.

Pick this when: You need polished front-end components rather than a whole app, especially inside a Next.js/Vercel project.

The OG of the category — it defined component-level generation

Prebuilt templates that can be wired to an n8n back end

Full entry →

Website Stylekit

1 session moment

The LWP trainer's palette-and-typography generator (site + Figma plugin) - version 2 builds two coordinated color palettes and guides font pairing for the course's 8-slot color system.

Pick this when: You are at the visual-direction / design-system step of a build and want course-consistent colors and fonts fast instead of hand-assembling them.

Version 2 generates TWO coordinated color palettes - matching the course's light/dark or primary/secondary section rhythm

Ships as both a web tool and a Figma plugin, so palettes land directly in the working design file

Influential enough that a Divi plugin was built inspired by it (per the trainer)

Full entry →

Every moment on this shelf (48)
ToolCoverageMomentContext
Canva (ChatGPT app)
Basecamp 5: MCP
demonstrated2:29:12Invitation cards generated from a single prompt, then opened in Canva for customization
Elementor
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
demonstratedFree-vs-Pro boundary, content-box takeover, theme builder, new/old editor UI
Elementor
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedTheme builder end-to-end: header/footer, single post, loop, loop grid, archive, single page, saved templates, dynamic tags, conditions
Elementor
Section 3: The Container — Layout, Wrapping Math, and Custom Positioning
demonstratedThe container in full: direction, boxed widths, align/justify/grow, wrap, responsive overrides, transforms, absolute, z-index, 100vh, site layout settings
Elementor
Section 4: The Design System — Figma Export, Clean WordPress, and the Class System
demonstratedPro zip install, backend settings, experiments, site settings, custom fonts, global fonts/colors, saved-template import, site identity, user preferences
Elementor
Section 5: The Building Workflow — Starter Template, Build Order, and Delivery
demonstratedMaintenance/coming-soon modes, Canvas template, countdown widget, role manager content-only
Elementor
Section 6: Possibilities You Should Know — the Capability Catalog
demonstratedThe catalog itself: backgrounds, dividers, masks, transforms, forms, motion effects, carousels, dynamic tags, Woo widgets, popups, new menu widget
Elementor
Section 7+8: Speed, Security, and Fleet Management — plus the Course Close
demonstratedreCAPTCHA integration tab; lazy-load feature toggle; features screen
Excalidraw
Session 1: Getting your first Client
demonstrated0:20:40The session IS the whiteboard — two-lane maps, value equation, constraint tree drawn live; board shared with learners afterward ('everyone will get the Excalidraw')
Excalidraw
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedThe planning surface; rough screenshot accepted happily by the agent
Excalidraw
Basecamp 3: Introduction to n8n — I
demonstrated0:33:50Live whiteboard for the node-anatomy and model mind maps; the full board shared as a resource
Excalidraw
Basecamp 4: Introduction to n8n — II
demonstrated0:16:27Running mind-map board (day 1 + day 2), exported JSON shared in the drive
FigJam
Session 2: How to Plan, Scope and Sell your AI Projects
demonstrated1:16:57His team's system-design tool — the lead-qualification engine diagram shown was built in it; Canva/Excalidraw/Miro named as peers
Figma
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
demonstratedLocal variables carry the whole Visual Direction phase: palette option sets, color modes, font pairs
Figma
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
demonstratedLive surgery throughout: spacing fixes, image temperature/tint/blending modes, variables for spacing tokens
Figma
Chapter 5a: The Client Build — Discovery to Direction with Lucy's Bakery
demonstratedFree-tier build: Auto Layout sitemap boxes, Pages, duplication discipline, Prototype connectors, offset normalization
Figma
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
demonstratedThe deep-feature tour: Styles, Number Variables, Components, Variants, Sections, Constraints, Wrap, Fill/Hug
Figma
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
demonstratedThe finishing toolkit: Open Overlay, wrap+fill, Outline Stroke, Pathfinder Union, Copy/Paste Properties, calculation fields, constraints, spellcheck
Figma
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
demonstratedFree tier; course design distributed as a copyable file
Figma
Section 3: The Container — Layout, Wrapping Math, and Custom Positioning
demonstrated12-column grid as the design-side source of the 1120 doctrine and the percent sheet
Figma
Section 4: The Design System — Figma Export, Clean WordPress, and the Class System
demonstratedExport workflows: hex harvesting, vector/pixel classification, bounding-box shadow control, 2x exports
front-end design
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated1:18:41Anthropic plugin; before/after landing-page comparison is the proof
HyperFrames
Session 14: Claude Code — Advanced Workflows
demonstrated2:32:23Skill + catalog from hyperframes.heygen.com; 30-second explainer storyboarded and rendered live
Remotion
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated1:32:29Official vendor skills via npx skills add; phase-guide doc; 900-frame render; npx remotion studio timeline editing
shadcn/ui
Session 14: Claude Code — Advanced Workflows
demonstrated0:58:09Component tour, theming; installed into the build via CLI docs paste + skill from skills.sh (230k+ installs)
Tailwind CSS + shadcn/ui
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedIncluding the full Vercel→Next.js→shadcn→TweakCN genealogy told as a story ('a guy named Shad who works at Vercel')
Tailwind CSS + shadcn/ui
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedBlock + theme recipe again; first render 'really bad,' recovered with a safer sidebar block
Tailwind CSS + shadcn/ui
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedDashboard block; a learner-contributed theme adopted over Claymorphism mid-session
Tailwind CSS + shadcn/ui
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedDashboard block; the foundation-before-theme lesson
Tailwind CSS + shadcn/ui
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
demonstratedDashboard block + TweakCN 'Cyberpunk' theme, dark-only
Website Stylekit
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
demonstratedTaught by its author: scale + hue-palette generation, JSON export, companion plugin import - as-heard 'stelkit.com'
Elementor
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
explainedThe comparison partner (converted page demo) and the build side of the stack; ~12M-site market figure as-heard
Figma
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
explainedThe design sandbox — two lessons of boundary-setting before any usage
Figma MCP
Basecamp 5: MCP
explained0:47:49Possibility example: design/wireframe from Claude without opening Figma
shadcn/ui
Basecamp 2: Vibe Coding
explained0:33:58With Tailwind, the combo that makes vibe-coded apps look like production apps
Tailwind CSS
Basecamp 2: Vibe Coding
explained0:31:57Fix for the identical 'purple gradient' Lovable look; name it in prompts or reverse-engineer screenshots of UIs you like
Canva
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
mentioned0:13:50The installed-but-idle MCP paying the token tax
Canva
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentionedThe design bar the image-native slides are measured against
Elementor
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
mentionedCarousel widgets support the off-canvas tricks; his YouTube tutorials referenced for grid-breaking builds
Excalidraw
Session 17: Facebook Ads Competitor Research & Replication
mentioned0:12:12Workflow roadmap diagram with input/output notes per node; shared with the cohort after the session
Excalidraw
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
mentionedCanvas alternative considered and passed over
Figma
Chapter 2: Why We Struggle — Style Follows Function, and Assumptions Are the Enemy
mentionedNamed with Adobe XD and Photoshop as tools where an extra page costs nothing - the free-experimentation discipline argument
Figma Sites
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
mentionedThe Figma-to-website converter — 'new but limited'; converts layout, not logic
HyperFrames
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentioned'Really good with code' — preferred over Remotion for this stack
Remotion
Session 3: Building Elegant Landing Pages
mentioned0:25:58Code-driven video editing framework (with a peer heard as 'hyperframes') — the class of tool whose skills need scripts
Remotion
Session 14: Claude Code — Advanced Workflows
mentioned2:32:23Yesterday's tool (session 13); positioned as the alternative HyperFrames competes with
Remotion
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentionedKept out of v1; named for caption-grade editing alongside HyperFrames
v0 (Vercel)
Basecamp 4: Introduction to n8n — II
mentioned2:46:10OG component vibe-coding tool; prebuilt templates connectable to n8n

Productivity & source apps

Everyday apps that workflows read from and write to.

cal.com

2 session moments

Open-source scheduling with a real API — the booking layer voice agents plug into.

Pick this when: Something automated needs to book time on a calendar and you want event types, limits and availability defined properly.

Built-in Retell functions — booking agents with no custom code

Event types carry their own availability rules, limits and confirmation settings

Open source, so clients can host their own

Full entry →

Claude Notch

1 session moment

Open-source macOS menu-notch widget showing live Claude token spend — an always-on burn meter.

Pick this when: You want spend visibility without running /usage — macOS only.

Passive cost awareness: the meter sits in the notch while agents work

Full entry →

Docker

2 session moments

Containerized app runtimes: package a service (like Postgres) with everything it needs and run it identically anywhere.

Pick this when: A build needs real backing services locally (databases, queues) — the enterprise-grade default the course's plans reach for.

The reason 'enterprise-grade' prompts pull in Postgres locally

Isolates dependencies so installs don't pollute your machine

Full entry →

FFmpeg

1 session moment

The open-source command-line swiss-army knife for media: decode, encode, trim, duck background music, boost voice — the engine agents reach for under every video/audio task.

Pick this when: Any local media manipulation an agent should do programmatically — it's the layer your prompts actually drive.

Installable by CLI, discoverable by asking the agent 'is there a package for this?'

Handles the mixing jobs (levels, fades, trims) that video skills delegate

Full entry →

front-end design

1 session moment

Anthropic's design-specialist plugin: 'a trained employee with highly UI/UX design ideas' vs the model's generic default output.

Pick this when: Any generated page that humans will judge — the before/after in session 12 is the proof.

Visible quality jump on landing pages, demonstrated live

Auto-invoked once installed when design tasks appear

Full entry →

GoHighLevel

3 session moments

An agency CRM with marketing automation bundled — and native voice agents the course explicitly avoids.

Pick this when: You're running an agency that already lives in it; not for the AI features.

All-in-one agency stack: CRM, funnels, messaging, scheduling

The trainer's own agency CRM — export call notes to it rather than building agents in it

Full entry →

The everyday apps automation reads from and writes to — and the first connectors anyone wires up.

Pick this when: You need a destination that a non-technical person can already open. A Sheet is a database everyone can read.

Universally available as both MCP connectors and n8n nodes

Sheets works as a stand-in CRM — BC6's post-call data landed there with drag-and-drop column mapping

Docs as a workflow terminal: create and append, verified live in BC3

Full entry →

HyperFrames

2 session moments

HeyGen's open-source video skill for Claude Code: skill + effects catalog + one prompt in, storyboarded brand-true explainer video out.

Pick this when: You want the storyboard-and-frames pipeline with stronger subtitles than Remotion, free, driven entirely by a skill.

Reads your code base to extract the design system before storyboarding

Writes a reviewable storyboard.md, then renders frames with parallel self-checking workers

Real-world proof: the trainer's session-to-YouTube-shorts pipeline with face tracking

Full entry →

NotebookLM

7 session moments

Google's personal RAG — drop in up to 50 sources and get cited answers, mind maps and audio overviews over your own material.

Pick this when: You want to learn from documents you already have, with citations, and you don't want to build any retrieval infrastructure.

Every answer cites the exact source and passage — you can jump to where it came from

Generates a two-host audio overview and a video walkthrough of your material

Mind maps the whole corpus, so you see structure you didn't know was there

Full entry →

Obsidian

1 session moment

Local-first markdown notes with a knowledge graph — the course's second-brain substrate, pointed at by Karpathy's LLM-wiki writeup.

Pick this when: You want an AI-readable personal knowledge base that lives in plain files you own.

Plain markdown on disk: agents read and write it natively

Graph view turns linked notes into a navigable second brain

Full entry →

skills.sh

15 session moments

A marketplace of Claude skills — packaged instruction files you install instead of writing the prompt yourself.

Pick this when: Someone has already solved the instruction problem you're about to solve — sort by usage count and take theirs.

Usage counts as the quality signal — the top skill is a 1.4M-download skill-finder

Skills convert cleanly into system prompts for other tools, which is how BC3/BC4 used them inside n8n

Covers surprisingly specific ground (Azure Kubernetes advisor, web scraping, content humanizer)

Full entry →

Suno

2 session moments

Text-to-music: prompt in, downloadable instrumental track out — the course's free background-bed source for generated videos.

Pick this when: You need a music bed without licensing hassle and without an API — download the MP3 and hand the file to your agent.

Instrumental-only on request ('no lyrics, instrumental')

File-download workflow — no API integration needed for video work

Full entry →

superpowers

7 session moments

Anthropic's grab-bag plugin of working skills — brainstorming, planning aids and more — installable from the plugins browser.

Pick this when: You want the vetted first-party skill set before shopping marketplaces — brainstorming alone justifies it.

Brainstorming skill reasons about FEASIBILITY, beyond plan mode's context-gathering

First-party: the safe default in a marketplace full of unvetted prompts

Full entry →

Instruction packages that carry aesthetic and voice judgement — the difference between correct output and output you'd publish.

Pick this when: Generated text or design is technically fine but reads as machine-made and you don't want to write the style rules yourself.

The humanizer is based on Claude's own official humanizer instructions

Encodes taste as reusable text, so the same judgement applies across tools

Full entry →

Typefully / Blotato

1 session moment

Auto-posting layers for Twitter/X and LinkedIn — the publish step at the end of a content workflow.

Pick this when: A workflow generates content and something has to actually post it on a schedule.

Blotato ships a custom n8n node, so posting is one node rather than an API integration

Handles the scheduling and formatting quirks of each platform

Full entry →

VS Code

7 session moments

The free editor that hosts everything else — terminal, git, and whichever coding agent you've chosen.

Pick this when: Always, as the substrate. It's the trainer's daily editor precisely because it's free and neutral.

Free, and the default host for Claude Code in the course's local stack

Integrated terminal is where git clone and the whole local workflow happen

Full entry →

Website Stylekit

1 session moment

The LWP trainer's palette-and-typography generator (site + Figma plugin) - version 2 builds two coordinated color palettes and guides font pairing for the course's 8-slot color system.

Pick this when: You are at the visual-direction / design-system step of a build and want course-consistent colors and fonts fast instead of hand-assembling them.

Version 2 generates TWO coordinated color palettes - matching the course's light/dark or primary/secondary section rhythm

Ships as both a web tool and a Figma plugin, so palettes land directly in the working design file

Influential enough that a Divi plugin was built inspired by it (per the trainer)

Full entry →

Wispr Flow

11 session moments

System-wide voice dictation that types where your cursor is — how trainers talk to Claude Code instead of typing.

Pick this when: You prompt agents faster by speaking — with the caveat that ASR garble goes straight into your prompt.

Works in any input box, including terminals

Full entry →

Every moment on this shelf (78)
ToolCoverageMomentContext
cal.com
Basecamp 6: Voice Agents
demonstrated2:18:58Calendar connect, one-time-visible API key, event types, availability/limits, phone-vs-email confirmation, event type ID from URL
Claude Notch
Session 14: Claude Code — Advanced Workflows
demonstrated2:48:47Open-source macOS notch widget for live token spend; Mac-only
front-end design
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated1:18:41Anthropic plugin; before/after landing-page comparison is the proof
Gmail (n8n node)
Basecamp 4: Introduction to n8n — II
demonstrated1:53:09Send-message delivery node; hardcoded-vs-expression subject discussion
Google Calendar
Basecamp 6: Voice Agents
demonstrated2:21:00Connected through cal.com; live booking landed in it during the test call
Google Docs
Basecamp 3: Introduction to n8n — I
demonstrated2:46:31Terminal node of the demo workflow — doc created and scraped data appended, verified live
Google Docs (n8n node)
Basecamp 4: Introduction to n8n — II
demonstrated1:45:01Create + update document nodes, drive folder selection, expression-based titles
Google Drive
Session 17: Facebook Ads Competitor Research & Replication
demonstrated1:35:29Two roles: hosting the product image (where the share-link HTML-viewer trap surfaced) and receiving generated ads for the human-review gate
Google Sheets
Session 6: Building an AI-Powered Lead Gen Machine
demonstrated1:17:21The factory spine: row-added trigger, intermediate logging ('before you lose the data'), context columns appended per station
Google Sheets
Basecamp 6: Voice Agents
demonstrated2:45:20Stand-in CRM; columns mirror post-call properties; document by ID/URL
HyperFrames
Session 14: Claude Code — Advanced Workflows
demonstrated2:32:23Skill + catalog from hyperframes.heygen.com; 30-second explainer storyboarded and rendered live
NotebookLM
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated2:25:17Explainer video + mind maps from sources; confidentiality caveat for company docs
NotebookLM
Basecamp 1: Prompting & RAGs
demonstrated2:20:03Personal RAG: 50 free sources, cited answers, mind maps, audio/video overviews; trainer's daily learning tool
skills.sh
Session 3: Building Elegant Landing Pages
demonstrated0:30:04Marketplace toured: Anthropic frontend-design skill, web-design guidelines, Remotion practices; pick by install count (an SEO-audit skill at 123k installs shown)
skills.sh
Session 7: The Outreach Engine
demonstrated2:26:35Skill marketplace (698k+ skills); source of the Humanizer skill (24k+ stars) composed into the email-copy skill
skills.sh
Session 9: Introduction to Cursor & its principles
demonstrated1:02:14Skill marketplace: superpowers (his universal core; a plugin technically) and extract-design-system (124k installs) both installed by prompt
skills.sh
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:19:10Source of the security-review skill; superpowers reused from Session 9 for the PRD interview
skills.sh
Basecamp 3: Introduction to n8n — I
demonstrated1:16:37Skill marketplace used twice live (Azure Kubernetes advisor, web scraping); pick by usage count
skills.sh
Basecamp 4: Introduction to n8n — II
demonstrated1:27:55Content humanizer skill (based on Claude's official humanizer) and the taste skill; top skill on the site is a 1.4M-download skill-finder skill
skills.sh
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedMarketplace picks by installs/stars: e2e-testing patterns, security best-practices; Anthropic's own web-app-testing spotted
Suno
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated2:02:48Instrumental background bed, downloaded MP3, no API
Suno
Session 14: Claude Code — Advanced Workflows
demonstrated2:56:5430-second background bed, file download only — 'Suno API is not the same thing'
superpowers
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated1:11:55Anthropic plugin; brainstorming skill run on 'what can be improved in the game?'
superpowers
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedPresent without his remembering the install; credited for spec gates, blamed for front-end degradation and Playwright loops
superpowers
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedThe end-to-end dev workflow skill — brainstorm, design doc, TDD, structured execution; his global daily driver
superpowers
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedObra superpowers — the interview-driven spec engine; install by pasting the GitHub link
superpowers (Claude Code skill)
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
demonstrated2:19:19'God's skill' — install it; fired automatically inside his harness during the live graph demo
taste skill
Session 3: Building Elegant Landing Pages
demonstrated1:06:49Drove the interior-design premium build from one prompt + link; generated its own images; BC4's bake-off skill returning as a full build driver
Trello / Asana / monday.com
Basecamp 2: Vibe Coding
demonstrated0:50:11Pricing pages screenshotted live as the competitive-research corpus for the feature map
UI UX Pro Max
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated1:22:44Marketplace skill installed by pasted prompt as the install demo
UI UX Pro Max
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedThe interface-quality layer (~65k stars as-heard), installed live
VS Code
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
demonstrated0:18:42Installed and toured as the visual home; integrated terminal runs the same CLI
VS Code
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated0:35:23File viewer only — 'just to view the files'
VS Code
Basecamp 2: Vibe Coding
demonstrated2:13:16Terminal, git clone, opening the cloned project; trainer's daily editor (free) with Claude Code inside
Website Stylekit
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
demonstratedTaught by its author: scale + hue-palette generation, JSON export, companion plugin import - as-heard 'stelkit.com'
Whisperflow
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated1:18:23Voice input to Claude Code; garbled the first business description — retyped
Wispr Flow
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedDictation for the PRD interview — 'I can use Whisper Flow even inside Claude Code'
Wispr Flow
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedDictation through the brainstorm
Wispr Flow
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedThe dictation layer for the soul.md/user.md interviews
Wispr Flow
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedDictation for the spec interview answers
Cloudflare security audit skill
Session 14: Claude Code — Advanced Workflows
explained1:23:29Prescribed pre-install audit for any third-party skill; link dropped in chat
Docker
Session 14: Claude Code — Advanced Workflows
explained1:55:46Chosen by the plan for enterprise-grade Postgres; skipped live to protect the demo laptop
FFmpeg
Session 14: Claude Code — Advanced Workflows
explained2:52:49Named as the media engine for mixing, ducking, encoding; 'found it by just prompting Codex'
GoHighLevel
Session 2: How to Plan, Scope and Sell your AI Projects
explained1:20:04The client's CRM in the worked design — contacts created, data points and lead scores written back
Google Workspace (Gmail + Sheets)
Beginner Glossary (30 terms) + I'm Stuck Guides (23)
explainedThe integration-failure guide: owning account, scopes, per-node isolation, exact name matching
Google Workspace (Gmail + Sheets)
Practice Lab: Six Confidence-Building Projects
explainedAI-LAB labels, draft-only mail, lookup-before-append idempotency, eight- and eleven-column logs
Google Workspace (Gmail + Sheets)
Workbooks 1–5: Guided Builds with Completion Proof
explainedTrigger, threaded drafts, and the seven-header log sheet; OAuth scopes and header case-sensitivity gotchas
NotebookLM
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedSource-grounded Q&A with citations; 'source-grounded does not mean error-free — open the cited passage'
skills.sh
Session 14: Claude Code — Advanced Workflows
explained1:08:17The incumbent being disrupted: 836k skills (as heard), Vercel-run, no payments or real vetting
VS Code
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
explainedThe open-source ancestor of the entire agentic-IDE family
Wispr Flow
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedToolkit #1 dictation; investment-thesis roast prompt shipped verbatim
Cal.com
Session 8: The Conversion Playbook
mentioned0:11:21The booking layer named for sequence links (planned setup in the skills pack)
Docker
AI Sprint: Vibe Coding to Production — Day 1 (Deployment, DNS, and the Five Locks)
mentionedExplicitly NOT needed for MVPs — with Kubernetes, deferred to money-in-pocket scale
GitLens
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned2:18:32'A nerdy way of looking into Git stacks and graphs — you don't have to worry about it at this point'
GoHighLevel
Session 8: The Conversion Playbook
mentioned0:47:57Named in automations integrations and in the 'any tool works, take the principles' answer (with Kajabi)
GoHighLevel
Basecamp 6: Voice Agents
mentioned2:57:30His agency's CRM; native voice agents dismissed for lack of tuning controls; call-notes export covered on his YouTube
Google Docs
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedWhere the audience agent writes its drafts
GWS CLI
Session 14: Claude Code — Advanced Workflows
mentioned0:35:48'The most used CLI' — full Google Workspace control; promised for a later session
Hallmark
Session 4: How to Build Micro Prototypes
mentioned0:55:02Recommended for the landing page in front of the app (GummySearch's landing/product split as the model)
HyperFrames
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentioned'Really good with code' — preferred over Remotion for this stack
NotebookLM
Session 7: The Outreach Engine
mentioned2:49:02Recommended study loop: transcript + resources in, interactive deep-conversation audio out — 'have a podcast with me'
NotebookLM
Session 9: Introduction to Cursor & its principles
mentioned0:52:01Contrast case: can chat about a video but its transcript isn't available to your agent — harness artifacts must be agent-readable
NotebookLM
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
mentionedThe citation-UX benchmark the final demo is compared against
NotebookLM
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL1 starter stack and L2 managed knowledge workspace
Obsidian
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
mentioned1:22:26His in-progress second brain, via Karpathy's LLM-wiki blog
skills.sh
Session 8: The Conversion Playbook
mentioned1:47:10Source of the taste skill ('anti AI slop frontend') recommended for de-slopping generated pages, and the Humanizer reused throughout
skills.sh
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned1:38:27'Not exactly the same thing' as Claude skills; marketplace trust rule applied in Q&A
skills.sh
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned2:38:38Identified in Q&A as an agent-skills directory like the marketplace demoed
superpowers
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
mentioned'A really cool codebase which genuinely gives superpowers to your ChatGPT' — credited for the spec-document behavior
superpowers
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
mentionedTeased for Day 2 alongside Claude-Mem memory management
Typefully / Blotato
Basecamp 4: Introduction to n8n — II
mentioned2:54:18Auto-posting to Twitter/LinkedIn; Blotato has a custom n8n node
VoiceInk-style dictation app (heard as 'free flow')
Basecamp 4: Introduction to n8n — II
mentioned1:34:00Trainer's open-source, on-device whisper dictation tool (Apple-silicon-only); name garbled, learner-identified in chat
VS Code
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
mentionedThe common substrate: 'whether cursor, Windsurf, Kiro — same extensions, same setup'
VS Code
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
mentionedThe extension compatibility that lets Claude Code live inside Windsurf
Wispr Flow
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned1:16:58Trainer's dictation tool while composing the escape-room prompt ('I'm using Whisperflow')
Wispr Flow
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
mentionedDictation mishap eats a long prompt — 'I'm using FreeFlow... the free application, not the best' (as-heard)
Wispr Flow
Session 22: Automate Admin Tasks — Advanced RAG (Enterprise 'Internal Perplexity' Built Live)
mentionedVoice-input aside — he clarifies which dictation tool he is (not) using (as heard: 'free flow')
Wispr Flow / FreeFlow
Session 17: Facebook Ads Competitor Research & Replication
mentioned2:49:06Trainer's dictation tools aside: FreeFlow named as the free open-source option, slower than the paid one (ASR garbles the names; identities uncertain)

Other

Demo apps and one-offs met along the way.

Every moment on this shelf (385)
ToolCoverageMomentContext
$100M Offers (PDF)
Session 4: How to Build Micro Prototypes
demonstrated1:03:14The book-to-app source: frameworks extracted into the offer-audit evaluator ('Grand Slam or swing and a miss')
21st.dev
Session 3: Building Elegant Landing Pages
demonstrated0:56:34Component catalog toured: navbars, carousels, backgrounds, shaders — copy-prompt button captures prompt + code
21st.dev
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedComponent-level design prompts (navbars, pricing, animations) — the per-section alternative to whole-vibe design
Agent Grid
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
demonstrated2:33:34agentgrid.sh desktop canvas: Claude Code + Codex + Antigravity together, right-click agent spawning, 12-agent graph shown, edges as done-signals; free plan ~3 workspaces, 'up to 10 parallel agents' per pricing page
agentmag.dev
Basecamp 4: Introduction to n8n — II
demonstrated0:39:00Trainer's production proof: self-writing newsletter published same day ('Codex safety control and agent inference cost'), running on his Mac mini
AnyMailFinder
Session 5: Mastering Lead Generation
demonstrated2:08:20The stack's one paid tool: bulk email finding at 97%-verified-or-free, ~80-85% yield (1,344/1,600 live), decision-maker mode, local-extraction tool
AnyMailFinder
Session 6: Building an AI-Powered Lead Gen Machine
demonstrated1:11:16Station 1 via API this time: find-person-email endpoint, one-time key, live searches (found/not-found/already-cached), 100 free signup credits
Apollo
Session 5: Mastering Lead Generation
demonstrated2:20:47243M-person database, free trial without card; revenue/funding/intent/B2C filters; emails paywalled — scraped around via extension
Astra
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
demonstratedTheme-switch demo subject
Astra
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedUsed to demonstrate theme-part interference before Hello
aviationweather.gov
Section 9: Weather Services — Decoding METARs and TAFs Like They'll Be on the Test (They Will)
demonstratedHis primary source; /metar page for lookups
Batch Styler
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
demonstratedBulk weight/family/line-height across selected layers - the style-migration workhorse
Batch Styler
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
demonstratedThe heading-font batch swap - then 'not available anymore' by lesson 37; no great replacement found
Bulk Resize Photos
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
demonstrated32MB -> 400KB; Image2Go and his toolsforlater.com list as companions
Chart Supplement
Charts: sectionals, airport data, obstacles, and latitude/longitude
demonstrated0:00:00Exact airport coordinates, frequencies, and part-time tower reversion notes.
Chart Supplement
Physiological Factors: fitness for flight, vision, and night operations
demonstrated0:00:00The airspace remark stating what the airspace reverts to after tower hours.
Chart Supplement
Section 4: Airport Operations — Patterns, Signs, Beacons, and Reading the Chart Supplement
demonstratedFull KPRC decode - the ex-AFD, 9 regions, 56-day cycle
Chart Supplement
Section 5: Radio Communications — Listen Always, Transmit Never (Except One Emergency)
demonstratedTower hours + after-hours CTAF confirmation
Chart Supplement
Section 11: Physiological Factors — Your Body as Equipment, and the Complete Night-Flying Playbook
demonstratedTower Zulu hours -> after-hours airspace class
Chart Supplement (FAA, 9 regional volumes)
Airport Operations: runways, traffic patterns, signs, and airport data sources
demonstrated0:00:00Free PDF download; the authoritative per-airport reference.
Chrome DevTools
Session 5: Mastering Lead Generation
demonstrated2:06:19Inspect → Network → '.csv' filter → request URL: the free-download workaround for PhantomBuster results
Classic Editor
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedThe chapter's editing-surface preference
Clerk
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:13:07Auth for QUALIFICATION (500 free sessions); its MCP installed for docs; broke during the demo → bypassed, fix scheduled
copysection.com
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
demonstratedHis 'naked template' library with copy-to-Figma - hero, gallery, FAQ sourced here
Datalab
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedCategory benchmark: playground run, tagging demo, the 25% data toggle; weights commercially restricted
Devin (Cognition)
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedCloud-sandboxed review + fix of the model-council repo: report → branch → PR → self-analysis → merge; legacy-migration lane
Discord
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
demonstratedCourse community, replacing the harder-to-organize Facebook group
Dribbble
Chapter 5a: The Client Build — Discovery to Direction with Lucy's Bakery
demonstratedThe two-opposite call screenshots, structural ideas, and moodboard sourcing
EasyDMARC
Session 7: The Outreach Engine
demonstrated2:46:59Domain-reputation checker for the 'is my domain burned?' question (email-gated report)
Envato
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
demonstratedThe bakery stock set; its own AI generation mentioned as an alternative
F5Bot
Session 7: The Outreach Engine
demonstrated2:55:10Free Reddit/Hacker-News mention alerts — his intent-signal source
FAA digital sectional files
Airspace: controlled, uncontrolled, special use and everything else
demonstrated0:00:00Higher zoom than SkyVector; what the instructor switches to for detail work.
FAA DroneZone
Sections 13-15: Exam Day, the Certificate, and Staying Current
demonstratedRegistration + waivers + accident reports walkthrough
FAA UAS Facility Maps and grids
Bonus: registering a drone and using the UAS Facility Map
demonstrated0:00:00Determining the authorization ceiling for a location.
faa.psiexams.com
Exam preparation: format, topic weighting, practice strategy and scheduling
demonstrated0:00:00Finding a testing centre and scheduling the UAG exam.
FAADroneZone
Physiological Factors: fitness for flight, vision, and night operations
demonstrated0:00:00Night airspace authorization requests.
FAADroneZone
After the exam: applying via IACRA and staying current
demonstrated0:00:00Aircraft registration, waivers and authorizations - a THIRD, separate account.
FAADroneZone (faadronezone.faa.gov)
Regulation: 14 CFR Part 107, Part 48 registration, Part 89 remote ID
demonstrated0:00:00Registration ($5), waiver applications, and remote ID module declarations.
FAADroneZone (faadronezone.faa.gov)
Bonus: registering a drone and using the UAS Facility Map
demonstrated0:00:00Aircraft registration, Part 107 dashboard, waivers, authorizations, accident reports.
Fillout
Chapter 5a: The Client Build — Discovery to Direction with Lucy's Bakery
demonstratedQuestionnaire + scheduling + embed, all free tier - the discovery infrastructure
Fontshare
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
demonstratedLarge-preview font hunting: Satoshi, Clash Grotesque, Pally sourced here; local install via Font Book
Freshdesk
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
demonstratedOutskill's ticketing, pulled via a Freshdesk MCP as real eval data
Glued
Session 3: Building Elegant Landing Pages
demonstrated2:00:16His product as the architecture example: landing repo separate from app repo/backend, joined by URL
Google Earth
Charts: sectionals, airport data, obstacles, and latitude/longitude
demonstrated0:00:00Used in the lesson to demonstrate the latitude/longitude grid in three dimensions.
Google Earth
Section 4: Airport Operations — Patterns, Signs, Beacons, and Reading the Chart Supplement
demonstratedTrue-vs-magnetic north visualization
Google Earth
Section 7: Charts — Reading the Sectional Like a Local
demonstratedLat/long gridlines on the globe
Google Fonts
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
demonstratedMood filters tested and found 'a little bit weird'; Outfit and Lexend candidates
Google Maps
Session 5: Mastering Lead Generation
demonstrated2:16:41'[niche] [location]' searches as the local-business lead source — scraped with ratings, reviews, addresses, phones, websites
GummySearch
Session 4: How to Build Micro Prototypes
demonstrated0:53:01Directory-app exemplar: Reddit community insights (pains, hot topics, sentiment) — now dead, blocked by Reddit; shown as both pattern and cautionary tale
Hallmark (skill)
Session 3: Building Elegant Landing Pages
demonstrated0:34:06Build/study/audit/redesign demoed: voice-agents-for-real-estate site built live; Product Hunt #1 recreated; Browserbase theme studied into JSON. Site heard as 'hallmark dot com' (unverified)
Hello Elementor
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedThe default theme doctrine
HelpifyU (trainer's demo app)
Basecamp 1: Prompting & RAGs
demonstrated2:34:18Health app with AI coach using meta prompt in back end — the 'prompts are for building applications' endgame
Higgsfield
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedAggregator layer + MCP server; real 75-credit Veo 3.1 generation live; credits sync annotated into the UI
Hugging Face
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstratedModel discovery by downloads + model-card verification
IACRA
Sections 13-15: Exam Day, the Certificate, and Staying Current
demonstratedFull application walkthrough - FTN, Remote Pilot Initial, the two traps
IACRA (iacra.faa.gov)
Exam preparation: format, topic weighting, practice strategy and scheduling
demonstrated0:00:00Creating the account and obtaining the FTN required to schedule.
IACRA (iacra.faa.gov)
After the exam: applying via IACRA and staying current
demonstrated0:00:00Certificate application after passing the knowledge test.
Iconify
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
demonstratedIn-Figma icon sourcing beside Iconoir; Lucide used for the location icon
Instant Data Scraper
Session 5: Mastering Lead Generation
demonstrated2:26:52Generic table-crawling Chrome extension ('the Pokémon ball'): auto-detect table, locate next button, crawl Apollo results to CSV free
Instantly
Session 7: The Outreach Engine
demonstrated0:25:16The session's platform — dashboard tour, pre-warmed accounts, done-for-you setup, warm-up pool, fire icon, lead lists; deep-dive scheduled for the following session
Instantly
Session 8: The Conversion Playbook
demonstrated0:23:34The whole session lives here: Copilot + memory, super search, enrichment, campaigns/sequences, sales + reply agents, Unibox, website-visitor pixel, automations (webhooks 'like n8n')
Langfuse
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
demonstratedHis primary eval platform - datasets, goldens, calibration, tracing; Outskill's production setup runs on it
LinkedIn
Session 2: How to Plan, Scope and Sell your AI Projects
demonstrated0:14:22Storefront anatomy demoed on his own profile: banner, bio line, experience links/media, case-study slots — plus the AEO insight that ChatGPT cites LinkedIn posts heavily
LinkedIn Sales Navigator
Session 5: Mastering Lead Generation
demonstrated1:35:49The B2B targeting engine: Boolean keywords, headcount, geography, title and industry filters, 'posted on LinkedIn' hack — free month trial, ~$100/mo after; 2,500/day scrape ceiling
Lucide
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
demonstratedCheckmark benefit icons, SVG-pasted into the auto layout
motionsites.ai
Session 3: Building Elegant Landing Pages
demonstrated0:54:26Motion-design inspiration; copy prompts from free tier — 'don't pay for motion sites'
Namecheap
Session 7: The Outreach Engine
demonstrated1:15:26His domain broker of choice; portfolio dashboard shown; GoDaddy and Porkbun named as alternatives
Nano Banana / Veo (Google media models)
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedThe generation pair underneath; Higgsfield routed to Veo 3.1 for the final video
NEM memory
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
demonstrated0:33:58Trainer's own open-source local memory for Claude Code: /nem commands, nem-init, auto-sync to CLAUDE.md, context-scoped retrieval; ~119 stars, 244 clones/14 days, cited by Perplexity — spelling of product name unverified from ASR
Neon
Session 10: Building on Cursor & connect with AI workflows
demonstrated2:12:11The Postgres the app actually shipped on (Duolingo-clone convention); free at project scale
Nexos AI
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
demonstratedHostinger's bundled multi-model access — and the premium-default trap
OpenAI pricing page
Session 8: The Conversion Playbook
demonstrated1:20:36Held up as the model conversion page: tiers, one button each, straight to checkout
Parallel.ai
Session 9: Introduction to Cursor & its principles
demonstrated0:31:39Agent-native search engine (human/machine dual-mode site); installed as MCP from pasted docs; generous free limits; EXA and Tavily named as peers
PhantomBuster
Session 5: Mastering Lead Generation
demonstrated1:58:10Sales Navigator Search Export and Google Maps Search Export phantoms; Chrome-extension auth; 2 free execution hours; the DevTools network .csv trick downloads results past the paywall ('unpatched for 3 years')
Photoshop
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
demonstratedShirt recolored purple-to-blue to match palette (Affinity Photo the named alternative)
Playwright
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedThe e2e layer that froze the M1 Pro — agent testing as a hardware workload
PM Skills (Pavel Huryn)
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedThe imported PM playbooks (Cagan/Torres); forks-and-stars judgment; which-skills-apply filtering
Product Hunt
Session 3: Building Elegant Landing Pages
demonstrated0:34:06Source of the recreation test — the day's #1 product (heard 'Wandersk') rebuilt from a description
PSI (fa.psiexams.com)
Sections 13-15: Exam Day, the Certificate, and Staying Current
demonstratedThe sole exam administrator at recording - scheduling walkthrough
Quizbank (quizbank.ai)
Section 1: How This Course Works — Publications, Study Discipline, and the Exam Itself
demonstratedStandalone quiz platform - history, missed questions, flashcards
quizbank.ai
Course Introduction: instructor, study method, reference library, and the exam
demonstrated0:00:00Quizzes, attempt history, missed-question explanations, flashcards.
Razorpay
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:36:02Payments in TEST mode (gateways review live sites before production keys); refundable ₹1000 booking deposit; Stripe planned for global
react.email
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedOpen-source email components (Slack templates etc.) — the source of his real newsletter design
Reddit
Session 2: How to Plan, Scope and Sell your AI Projects
demonstrated0:39:06r/RealEstate triaged live by title/upvotes/comments; also flagged as a top AI-citation source
Relume
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
demonstratedFree sitemap generator + paid wireframe generator + free Webflow library; 'your design ally, not a replacement'
Relume
Chapter 5a: The Client Build — Discovery to Direction with Lucy's Bakery
demonstratedSitemap auto-generation from the ChatGPT summary; over-generation pruned; wireframe button deliberately unclicked
Scrape Creators
Session 9: Introduction to Cursor & its principles
demonstrated0:41:51Umbrella scraping API (TikTok → Truth Social); API-key flow, 1,000 free credits, one self-debugged error to green
Scrape Creators
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
demonstratedSingle API over TikTok/Instagram/YouTube/LinkedIn/X/Reddit+; free 100 credits, ~$47 paid; installed by pasting its docs into the harness
Sentry (security-review skill)
Session 10: Building on Cursor & connect with AI workflows
demonstrated1:19:10Post-build vulnerability review; low installs outweighed by vendor reputation (830 stars)
SketchUp 3D airspace models
Airspace: controlled, uncontrolled, special use and everything else
demonstrated0:00:00The instructor's custom models used throughout to show how layers stack.
skool.com
Session 2: How to Plan, Scope and Sell your AI Projects
demonstrated0:34:44Community platform joined live (wholesaling real estate, 1,000+ members) to mine pain threads — the 'soul leaving my body' dialer post
SkyVector
Airport Operations: runways, traffic patterns, signs, and airport data sources
demonstrated0:00:00Charts with overlaid weather and TFRs.
SkyVector
Charts: sectionals, airport data, obstacles, and latitude/longitude
demonstrated0:00:00Free interactive sectionals, TACs and world charts with weather and TFR overlays.
SkyVector
Bonus: registering a drone and using the UAS Facility Map
demonstrated0:00:00Cross-checking the airspace class shown on the facility map against the sectional.
SkyVector
Section 6: Airspace — The Classes, the Exceptions, and LAANC
demonstratedFree sectional viewer with weather + TFR overlays, used throughout
SkyVector
Section 7: Charts — Reading the Sectional Like a Local
demonstratedThe live chart platform for the whole section - free, current
SkyVector
Sections 13-15: Exam Day, the Certificate, and Staying Current
demonstratedAirspace shape cross-check against the grid
Slido
Session 1: Getting your first Client
demonstrated2:47:3720-25 minute Q&A block run through Slido, self-hosted after the link failed to arrive
Slido
Session 7: The Outreach Engine
demonstrated2:36:5020-minute closing Q&A (his first time driving it)
Slido
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
demonstrated2:02:53Closing Q&A board
Slido
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
demonstrated2:36:16Closing Q&A board
Super Design (superdesign.dev)
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
demonstratedFree design-system prompts; 'clean minimalist' copied into the PRD
Super Design (superdesign.dev)
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
demonstratedThe overall look-and-feel scaffold ('feels like the Lovable type stuff')
superdesign.dev
Session 13: Claude Code — Skills, Sub Agents & the Token Economy (posted as 'Beyond Vibe Coding — n8n & More')
demonstrated1:28:28Design inspiration; copied its design prompt as the builder's reference
Tavily
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
demonstratedAs-heard 'Tabley' — news and gold-price fetching MCP feeding the founder briefing
Telegram / BotFather
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
demonstratedBot token + user-ID lockdown; delivery, approvals, and two-way chat with the agent
Telegram / BotFather
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
demonstratedBot creation, token, DM-policy allowlist fix, user info bot for IDs
Telegram / BotFather
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
demonstratedDuma's front end for the calendar demo; /new lives here
TweakCN
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
demonstratedClaymorphism; 'just a beautiful version of shadcn — a random guy created it'
TweakCN
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
demonstratedClaymorphism favorite; the 'Claude' theme spotted with delight
TweakCN
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
demonstratedTheme browsing — Claymorphism, 'perpetuity', Supabase- and Vercel-alike skins
TweakCN
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
demonstrated'Tangerine' theme — his new favorite; 'tweak your shadcn'
UAS Facility Map
Section 6: Airspace — The Classes, the Exceptions, and LAANC
demonstratedGreen/red grids with pre-cleared ceilings
UAS Facility Map
Sections 13-15: Exam Day, the Certificate, and Staying Current
demonstratedGrid-ceiling reading with Arizona worked examples
UAS Facility Map / LAANC
Airspace: controlled, uncontrolled, special use and everything else
demonstrated0:00:00Green grids are LAANC-enabled with a maximum altitude; red are not.
Windsurf
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
demonstratedWindsurf 2 tour: Cascade, adaptive routing, SWE 1.6 fast, free Kimi K2.6, BYO Claude key; Arena/worktrees/Devin deferred to Day 2
Windsurf
AI Sprint: Windsurf & Devin — Day 2 (Building Superplexity: Plan with Opus, Execute with Cascade, Review with Devin)
demonstratedCascade implements the plan file with sub-agent-driven development on adaptive models; Claude Code runs inside via the VS Code extension
WooCommerce
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
demonstratedProducts-as-posts; separate archive entry; shop/cart/checkout page wiring
Y Combinator (requests for startups + startup directory)
Session 2: How to Plan, Scope and Sell your AI Projects
demonstrated1:05:47Toured live as market-signal research: AI-native services thesis, batch directory filtered by category (B2B marketing etc.); apply anytime, deadlines soft
Y Combinator startup directory
Session 4: How to Build Micro Prototypes
demonstrated0:24:28The dataset source: batch filters explained ($500k checks, 4 batches/year); scraped + enriched into the demo CSV (shared with learners)
YT-DLP
Session 9: Introduction to Cursor & its principles
demonstrated0:47:55174k-star open-source local YouTube transcript scraper — free vs $2-3/video via paid actors; found in a Reddit complaint thread; cross-language transcripts
1-800-WX-BRIEF / 1800wxbrief.com
Section 6: Airspace — The Classes, the Exceptions, and LAANC
explainedLive briefer + online TFR/NOTAM truth source
1-800-WX-BRIEF / 1800wxbrief.com
Section 9: Weather Services — Decoding METARs and TAFs Like They'll Be on the Test (They Will)
explainedFlight Service line - the three briefing types
Advisory Circular 107-2
Section 12: Maintenance & Inspections — Preflight Discipline, Battery Fires, and the Flyaway Plan
explainedChapter 7 + Appendix C - the maintenance/preflight source document
Airman Certification Standards (ACS)
Section 1: How This Course Works — Publications, Study Discipline, and the Exam Itself
explainedThe testable-topic list; no instructional content; post-exam gap diagnosis
Aviation Weather Handbook
Section 8: Weather Theory — Density Altitude, Fog Families, and the Anatomy of a Storm
explainedThe FAA advisory-circular weather source behind the slides
Aviation Weather Handbook
Section 9: Weather Services — Decoding METARs and TAFs Like They'll Be on the Test (They Will)
explainedAC 00-45H 'Aviation Weather Services' - the full decode reference
aviationweather.gov
Weather Services: METARs, TAFs, briefings and flight category
explained0:00:00The instructor's primary source; METARs, TAFs and every other FAA weather product.
AWS
Session 16: GitHub 101 — Fundamentals & Essentials
explained0:20:07Cloud-computing origin story; 'the pioneer… about 60 percent of global market share' (as stated)
Baidu Unlimited OCR
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
explainedAs-heard name; MIT, ~3B params on Hugging Face; the handwriting heavyweight, GPU-hungry; Hermes install guide generated for learners
Behance
Chapter 5a: The Client Build — Discovery to Direction with Lucy's Bakery
explainedFuller brand cases than Dribbble; also the branding-is-not-web-design cautionary example
Chart Supplement
Section 6: Airspace — The Classes, the Exceptions, and LAANC
explainedTower hours -> Class D reversion; parachute-area activity
ClawHub
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
explainedZip dissection teaching method; VirusTotal parameters before any download
Clay
Session 6: Building an AI-Powered Lead Gen Machine
explained0:38:13The reference architecture: context-stage automation for Anthropic/OpenAI/Cursor GTM, waterfall provider stacks, CRM-in/hard-out data flow, the LinkedIn ban hiccup
codingformarketers.com
AI Sprint: Claude Code with Antigravity — Day 1 (Taste as the Moat, the Muscle-and-Mirror Setup, and the Model Council Build)
explainedThe mandated one-hour terminal primer before first Claude Code contact
Copilot (in-platform AI assistant)
Course Introduction: instructor, study method, reference library, and the exam
explained0:00:00Aviation-specific Q&A, generating extra flashcards, quiz questions and scenarios.
Dribbble
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
explainedThe chapter's example quarry - real designs reverse-engineered, not stock samples
eCFR (ecfr.gov)
Regulation: 14 CFR Part 107, Part 48 registration, Part 89 remote ID
explained0:00:00The authoritative, always-current text of Part 107. The instructor explicitly recommends it over any printed book, which is outdated the day it is bought.
ecfr.gov
Course Introduction: instructor, study method, reference library, and the exam
explained0:00:00Current regulation text; preferred over printed FAR/AIM.
ecfr.gov
Section 3: Regulation — Part 107 Front to Back, with Every Number the Exam Wants
explainedTHE regulation source - 'the book is going to be outdated the minute that you buy it'
Elementor Hosting
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
explainedNot recommended yet: cost + page-builder lock-in
Envato
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
explainedSubscription covering photo/video/fonts/audio; bill licenses to clients
FAA Aeronautical Chart User's Guide
Section 7: Charts — Reading the Sectional Like a Local
explainedThe recommended symbol reference - free PDF, 'a couple hundred pages'
FAA Airman Knowledge Testing Supplement
Section 2: Loading and Performance — Four Forces, Load Factor, and Where the CG Belongs
explainedBuy the printed book and practice flipping to figures by number - the exam hands you paper, not clickable images; Appendix 1 legends are 'like having your own cheat sheet'
FAA Airman Knowledge Testing Supplement
Sections 13-15: Exam Day, the Certificate, and Staying Current
explainedThe paper figure booklet - Appendix 1 legends, Appendix 2 figures
FAA Declaration of Compliance list
Section 3: Regulation — Part 107 Front to Back, with Every Number the Exam Wants
explainedFilter by OOP vs RID - listing for one is not approval for the other
FAA DroneZone
Section 3: Regulation — Part 107 Front to Back, with Every Number the Exam Wants
explainedOnly legitimate registration site ($5) + waiver/authorization portal
FAA DroneZone
Section 6: Airspace — The Classes, the Exceptions, and LAANC
explainedManual authorization path for red grids and above-ceiling requests
FAA DroneZone
Section 11: Physiological Factors — Your Body as Equipment, and the Complete Night-Flying Playbook
explainedThe only night-authorization channel at recording
FAAsafety.gov
Regulation: 14 CFR Part 107, Part 48 registration, Part 89 remote ID
explained0:00:00Free online recurrent training satisfying the 24-calendar-month recency rule.
FAAsafety.gov
Physiological Factors: fitness for flight, vision, and night operations
explained0:00:00Free recurrent training including the night operations module.
FAAsafety.gov
After the exam: applying via IACRA and staying current
explained0:00:00Free recurrent training every 24 calendar months.
FAAsafety.gov
Section 3: Regulation — Part 107 Front to Back, with Every Number the Exam Wants
explainedFree online recurrent training every 24 calendar months
FAAsafety.gov
Section 11: Physiological Factors — Your Body as Equipment, and the Complete Night-Flying Playbook
explainedFree night-operations training path
FAAsafety.gov
Sections 13-15: Exam Day, the Certificate, and Staying Current
explainedFree recurrent training - the currency mechanism
FAR-AIM
Section 1: How This Course Works — Publications, Study Discipline, and the Exam Itself
explainedRegulations + Aeronautical Information Manual bound together
Fillout
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
explainedQuestionnaire + scheduling + auto-export to Google Docs; Google Forms the free fallback
Fireflies
Learning Topics: Sessions 1–5 — Foundations to AI Director
explainedToolkit #2 meeting memory; consent and verify-against-recording limitations stated
Fontshare
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
explainedClash Grotesque then Clash Display - the ligature-echo font choice
Ghost Ops (Suken Shetty)
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
explainedHis OpenClaw-based agent-teams product, held back on security grounds; source of the telemetry and the 15-document DNA
Glued
Session 2: How to Plan, Scope and Sell your AI Projects
explained0:57:30His product — UGC-ad/creative automation for D2C brands, grown from services; the free-client evangelist story
Heroicons
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
explainedTailwind team's icon set; copy-SVG workflow, outline-stroke before scaling
Hetzner
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
explainedThe self-managed German VPS he runs Ghost Ops on — Day 2's territory
HeyGen
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
explainedThe cloning/avatar lane, contrasted with aggregators — and the answer to Paul's client-replica question; API 'exposed in a beautiful way'
Hugging Face
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
explainedDefined from scratch; the 2.5M-download Baidu OCR spotted here returns as s21's centerpiece
Iconify
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
explained'Not the prettiest but really practical' Figma plugin - search, size, color, import
Instantly.ai
Session 5: Mastering Lead Generation
explained2:39:04The sending platform (next sessions): subdomain mailboxes, rotation, sequences/follow-ups, ~$97/mo growth plan; also his convenience source for buying sending domains
Krea
Workbooks 1–5: Guided Builds with Completion Proof
explainedWorkbook 4's aggregator: model picker, compute-unit counter, image + video tools (dated access; Kling/Hailuo trials as fallback)
LAANC
Section 6: Airspace — The Classes, the Exceptions, and LAANC
explainedThe automated authorization system - the chapter's operational payoff
LiveATC.net
Radio Communications: listening to aviation traffic as a remote pilot
explained0:00:00Live and archived ATC audio worldwide; the instructor's recommended way to train your ear.
Loom
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
explainedThe presentation-video tool; free tier capped at 5 minutes (QuickTime/Windows recorder as fallbacks)
MiniMax
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
explainedHis chit-chat tier in the Ghost Ops routing (dev-program member pricing)
Pexels
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
explained'I use Pexels all the time' - his free-photo default; Envato the paid second favorite
Pilot Institute community (separate app)
Course Introduction: instructor, study method, reference library, and the exam
explained0:00:00Office hours, announcements, the Zero to Remote Pilot in Two Weeks programme.
Pilot Institute Copilot
Section 1: How This Course Works — Publications, Study Discipline, and the Exam Itself
explainedAviation-trained AI tutor in the LMS
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 1: How This Course Works — Publications, Study Discipline, and the Exam Itself
explainedThe primary reference; 'P-HAK' - buy this one on paper if any
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 2: Loading and Performance — Four Forces, Load Factor, and Where the CG Belongs
explainedSections 4.5, 4.6 and 5 assigned for this chapter
pilotinstitute.com LMS (with iOS/Android apps)
Course Introduction: instructor, study method, reference library, and the exam
explained0:00:00Course delivery, offline video download, comments.
PixPipe
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
explainedThe token-efficiency mechanism; claims as-heard, direction real
realtimecolors.com
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
explainedBest third-party palette tool per his survey - missing soft tints and export depth
Stripe
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
explainedSDK + CLI + best practices + MCP server integrated in its own worktree; 16 files touched by close
Tesseract OCR
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
explainedThe classic free engine; deferred to a later phase because each engine needs adapter + routing + failure handling
tldraw
AI Sprint: Claude Code with Antigravity — Day 2 (CLAUDE.md, the 50% Context Rule, and the Sketch-to-App Build)
explainedChosen canvas for in-browser sketching (over Excalidraw for this build)
typescale.com
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
explainedScale generator; default minor third too timid - go major third
Visualize Value (Jack Butcher)
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
explainedDesign lineage for the explainer-image skill; his found md file was a writing system, so the principles article was used instead
Whisper / GPT Realtime (OpenAI voice)
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
explained'There's no Whisper 2 — it's Realtime 2.0' (as-heard); the agent resolves current model names
wordpress.com
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
explainedExplicit do-not-buy: expensive, plugin-limited
YouTube Data API
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
explainedAdded by the agent unprompted — official, free, 'more powerful'
1-800-WX-BRIEF / 1800wxbrief.com
Weather Services: METARs, TAFs, briefings and flight category
mentioned0:00:00Live Flight Service briefer, and the three briefing types.
1-800-WX-BRIEF / 1800wxbrief.com
Section 4: Airport Operations — Patterns, Signs, Beacons, and Reading the Chart Supplement
mentionedBriefing service named for NOTAM access
10Web
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedFull-AI site builder, tested and criticized
21st.dev
Session 14: Claude Code — Advanced Workflows
mentioned1:04:15shadcn wrapper turned YC-backed startup — the wrapper-economy exhibit
Advisory Circular 00-45 (Aviation Weather Services)
Weather Services: METARs, TAFs, briefings and flight category
mentioned0:00:00The complete decode reference for every FAA weather product.
Advisory Circular 00-6, Aviation Weather
Weather Theory: pressure, density altitude, wind, moisture, clouds and fronts
mentioned0:00:00The instructor's own source for these slides; the deep reference if you want the full theory.
Advisory Circular 107-2, chapter 7 and appendix C
Maintenance and Inspections: preflight, batteries, emergencies and flyaways
mentioned0:00:00The FAA's maintenance and preflight recommendations, including best practices.
AeroWeather
Section 9: Weather Services — Decoding METARs and TAFs Like They'll Be on the Test (They Will)
mentionedFree weather app recommendation
Airman Certification Standards
After the exam: applying via IACRA and staying current
mentioned0:00:00Decoding the topic codes on your exam results report.
Airman Certification Standards (ACS)
Loading and Performance: forces of flight, stalls, load factor, CG and performance factors
mentioned0:00:00Defines the task list this section is built to satisfy.
Airman Certification Standards (ACS)
Section 2: Loading and Performance — Four Forces, Load Factor, and Where the CG Belongs
mentionedChapter mapped to ACS area 5, 4.5
Airman Certification Standards (ACS)
Section 3: Regulation — Part 107 Front to Back, with Every Number the Exam Wants
mentionedTask 1 mapped to this chapter, with AC 107-2 ch. 3-5
Airman Certification Standards (ACS)
Section 4: Airport Operations — Patterns, Signs, Beacons, and Reading the Chart Supplement
mentionedPart 5 Task B mapping
Airman Certification Standards (ACS)
Section 5: Radio Communications — Listen Always, Transmit Never (Except One Emergency)
mentionedArea 5 Task A mapping
Airman Certification Standards (ACS)
Section 8: Weather Theory — Density Altitude, Fog Families, and the Anatomy of a Storm
mentionedWeather Task B mapping
Airman Certification Standards (ACS)
Section 10: Aeronautical Decision Making — Five Attitudes, Their Antidotes, and the Checklists That Catch You
mentionedPart 5, Operation Task D mapping
Airman Certification Standards (ACS)
Section 12: Maintenance & Inspections — Preflight Discipline, Battery Fires, and the Flyaway Plan
mentionedOperation 5 Task F mapping
AirMap
Section 6: Airspace — The Classes, the Exceptions, and LAANC
mentionedExplicitly NOT trusted for stadium TFRs
AirMap
Sections 13-15: Exam Day, the Certificate, and Staying Current
mentionedHis LAANC app at recording - since shut down; historical
Aloft
Section 6: Airspace — The Classes, the Exceptions, and LAANC
mentionedAs-heard 'Kitty Hawk' - his mobile LAANC provider (Kittyhawk rebranded to Aloft)
Aloft
Section 9: Weather Services — Decoding METARs and TAFs Like They'll Be on the Test (They Will)
mentionedAs-heard 'Kitty Hawk' - weather + LAANC app
Aloft
Section 11: Physiological Factors — Your Body as Equipment, and the Complete Night-Flying Playbook
mentionedAs-heard 'Kitty Hawk' - airspace app UI referenced for E2/E4 display
Apollo
Session 1: Getting your first Client
mentioned2:59:46The answer to 'how do I get emails?' — contact-data source for the 100-emails/day motion; full masterclass deferred to week 6
Apollo / PhantomBuster
Session 6: Building an AI-Powered Lead Gen Machine
mentioned1:27:33Named as Clay waterfall providers — and the modular add-tomorrow options for the factory's station 1
Apollo.io
Session 7: The Outreach Engine
mentioned2:42:57Commercial Instantly alternative; also carries lead lists; earlier dismissed as more CRM-shaped than cold-email-native
Atlassian
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned2:00:52On his connected list
awwwards
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
mentionedThe bento-grid inspiration source
Azure / Google Cloud / DigitalOcean
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned0:20:07Named alongside AWS as rentable compute
B4UFLY
Section 6: Airspace — The Classes, the Exceptions, and LAANC
mentionedExplicitly NOT recommended - 'many errors'
Bitly
Session 8: The Conversion Playbook
mentioned2:25:53Rejected for sequence links: 'Gmail is heavily scrutinizing Bitly links' and humans read them as spam — branded redirects instead
Buzz (Block)
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentionedJack Dorsey/Block's open-source 'Slack killer' on your own VPS; agent-huddle vision; a learner asks for a full session on it
Calendly
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedScheduling alternative
Calendly
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedProgram-interview booking in the housekeeping hour
CapCut
Workbooks 1–5: Guided Builds with Completion Proof
mentionedThe edit stage of the chai film
CapCut / Premiere Pro
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedThe finish-in-an-editor half of the AI Director loop
Chart Supplement
Section 7: Charts — Reading the Sectional Like a Local
mentionedCross-reference for every data-block value
Circle
Section 1: How This Course Works — Publications, Study Discipline, and the Exam Itself
mentionedThe community platform - same product that runs Outskill and LWP
ClawHub
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentionedThe skills marketplace whose malware incident anchors write-your-own-skills
Clay
Session 5: Mastering Lead Generation
mentioned2:41:06Enrichment comparison: 'tomorrow's n8n workflow is a better Clay' — consumer-tool guardrails limit what Clay will scrape
ClickHouse
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedNamed as what Langfuse is built on
cmux
Session 2: How to Plan, Scope and Sell your AI Projects
mentioned2:19:07His terminal for running multiple Claude Code/Codex instances ('not for everyone — I'm an engineer'); session on it promised
CPT UI
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
mentionedFormerly promoted; superseded by ACF's post-types feature
Crystal Knows
Session 6: Building an AI-Powered Lead Gen Machine
mentioned1:47:51Learner-suggested personality API for person enrichment
DeepEval
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedOpen-source eval framework alternative
Devin
Session 9: Introduction to Cursor & its principles
mentioned0:07:09Used 'very less' but part of the interchangeable rotation; Antigravity dismissed as Cursor-like
Devin (Cognition)
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedThe autonomous agent whose maker acquired Windsurf; demonstrated Day 2
Dify
Basecamp 1: Prompting & RAGs
mentioned2:13:58Q&A: platform for building RAGs to sell; NotebookLM better for personal RAG
DJI
Section 2: Loading and Performance — Four Forces, Load Factor, and Where the CG Belongs
mentionedMavic 2 battery reality-check; Matrice camera-shift crash example
DJI
Section 3: Regulation — Part 107 Front to Back, with Every Number the Exam Wants
mentionedAirSense receives ADS-B (never transmits); Mavic Pro Platinum RID-listed but not OOP
DJI
Section 11: Physiological Factors — Your Body as Equipment, and the Complete Night-Flying Playbook
mentionedInspire 2 / Mavic 2 Pro / Mavic Enterprise as his night kit; RTH bubble ~65 ft model-dependent
DJI
Section 12: Maintenance & Inspections — Preflight Discipline, Battery Fires, and the Flyaway Plan
mentionedTB50/TB55 Inspire battery case; 'most DJI drones have no maintenance program'
Dribbble
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedSearch-only, most visual, least structured inspiration source
Dribbble / Framer
Session 3: Building Elegant Landing Pages
mentioned1:18:59Design-level inspiration when you don't know the feel you want; portfolio-layout examples
ecfr.gov
Section 1: How This Course Works — Publications, Study Discipline, and the Exam Itself
mentionedHis preferred digital source for the regulations
FAA Aeronautical Chart Users' Guide
Charts: sectionals, airport data, obstacles, and latitude/longitude
mentioned0:00:00Free PDF decoding every chart symbol. The instructor recommends it because the PHAK's chart coverage is thin. Half covers IFR charts you can ignore.
FAA Declaration of Compliance list
Regulation: 14 CFR Part 107, Part 48 registration, Part 89 remote ID
mentioned0:00:00Check whether a drone is categorised for operations over people. Filter by OOP, NOT by RID - a drone listed for remote ID is not thereby categorised.
FAA digital chart downloads
Charts: sectionals, airport data, obstacles, and latitude/longitude
mentioned0:00:00Higher zoom than SkyVector for detailed study.
FAA Order 8130.34 (referenced as "91 30.34D")
Maintenance and Inspections: preflight, batteries, emergencies and flyaways
mentioned0:00:00Deep reference on airworthiness certification for UAS; the instructor calls it overkill for most operators.
FAA Radio Communications Phraseology and Techniques (AC 90-66 / AIM chapter 4)
Radio Communications: listening to aviation traffic as a remote pilot
mentioned0:00:00Optional deeper reference on phraseology.
FAA Testing Supplement
Loading and Performance: forces of flight, stalls, load factor, CG and performance factors
mentioned0:00:00Figures and legends provided on exam day; buy or download and practise with it.
FAA Testing Supplement
Exam preparation: format, topic weighting, practice strategy and scheduling
mentioned0:00:00The paper figure and legend book supplied at the test.
FAA-H-8083-22 Remote Pilot Study Guide
Loading and Performance: forces of flight, stalls, load factor, CG and performance factors
mentioned0:00:00Chapter 4 covers this material in condensed form.
FAA-H-8083-22 Remote Pilot Study Guide, chapter 12 and appendix C
Maintenance and Inspections: preflight, batteries, emergencies and flyaways
mentioned0:00:00
FAA-H-8083-22 Remote Pilot Study Guide, chapter 3b
Weather Theory: pressure, density altitude, wind, moisture, clouds and fronts
mentioned0:00:00Weather effects on sUAS performance.
FAA-H-8083-22 Remote Pilot Study Guide, chapter 6
ADM: hazardous attitudes, risk management, CRM and situational awareness
mentioned0:00:00
fal.ai
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentionedThe named aggregator substitute — replaceable-boundary doctrine
Font Awesome
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
mentionedFree tier ~2k icons
Fontshare
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
mentionedFree personal+commercial fonts; with Dafont, Uncut, Font Pair, Typpiration on the shelf
Freepik
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
mentionedIllustration source - free filter, SVG, no account
Genspark
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentionedGenspark's 1-click claw — Dileep's tip, untested by him on principle
Ghost Ops (Suken Shetty)
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
mentionedSource of his token dashboard and multi-user telemetry — 'sleeping inside the server'
GitLab / Bitbucket
Session 16: GitHub 101 — Fundamentals & Essentials
mentioned0:30:19Named as GitHub's competitive peers; Q&A verdict: 'the fundamentals will never change… just the app names change' (2:20:36)
Glean
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned2:00:52On his connected list
GLM 5.2
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned0:40:04As heard — the near-free model behind his OpenClaw/Hermes daily driving
GoDaddy / Namecheap
Session 3: Building Elegant Landing Pages
mentioned1:43:56Domain shops (compare prices); GoDaddy doesn't host this stack — domain configured onto Vercel/GitHub
Google Ads
Session 2: How to Plan, Scope and Sell your AI Projects
mentioned2:04:45The Stanford validation engine: ads onto unbuilt-offer landing pages, demand read from email capture
Google Maps
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
mentionedAddress source for the map-widget location pattern
Granola
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
mentioned'A tool I really want to use again' — notetaker aside
Gumroad
Session 14: Claude Code — Advanced Workflows
mentioned1:17:22Where people already sell Claude skill packs and Notion templates
Gutenberg
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
mentioned'Trying to compete with page builders'; not covered
Handheld aviation receiver
Radio Communications: listening to aviation traffic as a remote pilot
mentioned0:00:00The instructor carries one for operations near airports; a few miles of range is sufficient.
Happenstance
Session 6: Building an AI-Powered Lead Gen Machine
mentioned1:45:50Cross-social people search — 'waiting for them to refine it'; tested two weeks prior, not yet great; cohort has free subscriptions via the program
HeyGen
Session 14: Claude Code — Advanced Workflows
mentioned2:32:23Publisher of the open-source HyperFrames skill
HeyGen
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
mentionedWhere Seedance v4 lives — the clone-quality step-change in the Viber YouTube case
Higgsfield
Session 3: Building Elegant Landing Pages
mentioned1:41:55Named alongside AI Studio as a video-generation option
Higgsfield
Session 9: Introduction to Cursor & its principles
mentioned1:15:51The video-skills MCP answer — 'token usage will shoot through the roof'
Higgsfield
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentioned'Much quicker at creating this than OpenAI' — the image-speed alternative
Hover
Section 9: Weather Services — Decoding METARs and TAFs Like They'll Be on the Test (They Will)
mentioned'A dying app... not supported much more' - recording-era verdict
HubSpot
Session 5: Mastering Lead Generation
mentioned0:39:59Source of the 90-day-exec 3x close-rate stat; also the example tech-stack filter
HubSpot / Salesforce
Session 6: Building an AI-Powered Lead Gen Machine
mentioned1:29:35The CRMs Clay integrates with natively — where enriched data lands in enterprise GTM
IACRA
Regulation: 14 CFR Part 107, Part 48 registration, Part 89 remote ID
mentioned0:00:00Certificate application after passing the knowledge test. Not needed again for recurrent training.
IACRA
Section 3: Regulation — Part 107 Front to Back, with Every Number the Exam Wants
mentionedCertificate application system; NOT re-used for recurrent training
IACRA
Section 12: Maintenance & Inspections — Preflight Discipline, Battery Fires, and the Flyaway Plan
mentionedPointed to for the post-course license application
ImgBB
Session 17: Facebook Ads Competitor Research & Replication
mentioned1:37:31Learner-suggested free image host for making product shots publicly fetchable (ASR: 'ImageBB')
InstaWP
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
mentionedTemporary throwaway WordPress installs
Intercom
Session 5: Mastering Lead Generation
mentioned0:37:58The integration behind his first $30k system — and the origin of tech-stack targeting
JetEngine (CrocoBlock)
Section 2: Dynamic Content — Post Types, Fields, and the Whole Template System
mentionedMore powerful, paid; principles identical
Kiro (Amazon)
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedNamed in the fork family
Kittyhawk (mobile) and Skyward (desktop)
Airspace: controlled, uncontrolled, special use and everything else
mentioned0:00:00The instructor's own LAANC providers - Kittyhawk in the field, Skyward for complex operations.
Kittyhawk / AeroWeather
Weather Services: METARs, TAFs, briefings and flight category
mentioned0:00:00Mobile weather; Kittyhawk also files LAANC requests.
Kling
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentionedProvider-layer example (Chinese video model)
Kling / Veo / Runway / Seedance / Midjourney / Flux
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL3's dated video/image leaderboard snapshot — 'selection guidance, not permanent facts'
Krea / Kling / Seedream / Runway / Midjourney / Flux / Veo
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedSession 5's dated image/video model landscape (June 2026 snapshot, flagged as such in the source itself)
LAANC
Section 11: Physiological Factors — Your Body as Equipment, and the Complete Night-Flying Playbook
mentionedNo night support at recording - flagged as provisional
LandBook
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedFully-designed category inspiration - 'harder' difficulty since visuals distract
LandBook
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
mentionedE-commerce filter/pagination inspiration
Landingfolio
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedAs-heard 'lendingfolio' - category-based inspiration site used in two phases
LangSmith
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedNamed in the eval-framework alternatives list
LinkedIn
Session 1: Getting your first Client
mentioned0:49:09Scrape source in the recruiting cold-email origin story; warm-outreach channel for first clients
LinkedIn
Workbooks 1–5: Guided Builds with Completion Proof
mentionedProfile PDF export as workbook 2's source material; workbook 3's post samples
Listmonk
Session 7: The Outreach Engine
mentioned2:42:57Self-hosted newsletter manager he 'hacked with Claude Code' into a cold-email sender — the open-source escape hatch
Listmonk
Session 8: The Conversion Playbook
mentioned0:45:54The free self-hosted alternative again — 'hacked with Claude Code'; promised as a documented open-source path
LiveATC.net
Section 5: Radio Communications — Listen Always, Transmit Never (Except One Emergency)
mentionedRecommended for live/archived listening practice worldwide
Local (LocalWP)
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
mentionedFree offline WordPress development
Loom
Session 2: How to Plan, Scope and Sell your AI Projects
mentioned2:31:19The 1-minute demo vehicle: 60 seconds to convince, 5-minute version only for those who bite
Lucide
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
mentionedAdjustable stroke icons, permissive license with attribution
Lucide
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
mentionedLocation icon source (as-heard 'Lucida')
Lume Cube
Section 11: Physiological Factors — Your Body as Equipment, and the Complete Night-Flying Playbook
mentionedAs-heard 'loom cube' - strobe/light brand for night compliance
Lume Cubes and similar strobes
Physiological Factors: fitness for flight, vision, and night operations
mentioned0:00:00The instructor's own anti-collision and area lighting; he notes no affiliation.
Magic UI
Session 14: Claude Code — Advanced Workflows
mentioned1:13:18Second shadcn-wrapper example people pay for
Manufacturer manual and maintenance schedule
Maintenance and Inspections: preflight, batteries, emergencies and flyaways
mentioned0:00:00The FIRST place to look, and the answer to the exam question.
Manus
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentionedTheir Telegram bot ban (Meta rivalry) as the channel-risk anecdote
Meetily
Session 20: Complete LinkedIn Agency Automation — Carousels + Newsletter from One Content System
mentionedOpen-source local notetaker he's trying ('UI is bad but it does the job') after dropping Fireflies for Granola
MiniMax
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
mentionedPer-agent cheap-model assignment for conversational seats
MongoDB
Session 10: Building on Cursor & connect with AI workflows
mentioned1:13:07The unstructured/social-data lane of the database menu
MongoDB
Session 12: Claude Code — Design & Building Agents (App-First: a Game, a GTM Board, and a Live Deploy)
mentioned2:36:16Same deferral
Nemory
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentionedHis local-first memory tool with the decay-audit 'health' command — born from the memory gap
Nemory
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
mentionedHis automation of the weekly memory.md prune (fix #6)
Netlify / Cloudflare Pages
Session 4: How to Build Micro Prototypes
mentioned1:29:44Vercel alternatives for the same push-to-deploy contract
Notion
AI Masterclass: Exploring Antigravity 2 — Four Products, Four Slash Commands, and Two Live Builds
mentionedAdded as a connector via API key
OTPless
Session 10: Building on Cursor & connect with AI workflows
mentioned1:17:09Third-party OTP auth service (India-first; equivalents exist elsewhere)
Oxylabs AI Studio
AI Sprint: OpenClaw — Session 1 (Infrastructure, Not Agent: the Seven Documents, 1-Click VPS, and Model Routing)
mentionedBundled web-search credits on the Hostinger plan (the live HR-lead lookup)
palettemaker.com
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
mentionedCritiqued: not made for web contrast
pandas
Session 4: How to Build Micro Prototypes
mentioned2:33:42His dataset-cleaning workhorse, driven through agent-written scripts
Paperclip
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned2:33:34Business-flavored agent-grid sibling (marketing agents etc.); homework target
Penpot
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
mentionedNamed as the open-source design alternative (heard as 'pen pods')
Personal checklists
ADM: hazardous attitudes, risk management, CRM and situational awareness
mentioned0:00:00The instructor strongly recommends building an aircraft-specific preflight checklist rather than relying on memory.
Phot.AI / Supergrow / Happenstance / There's An AI For That
Learning Topics: Sessions 1–5 — Foundations to AI Director
mentionedToolkit entries 7–9 and 12 (product creative, brand drafting, warm paths, task-led discovery) — dated directory snapshot
Pilot Institute practice exams and flashcards
Exam preparation: format, topic weighting, practice strategy and scheduling
mentioned0:00:00Evaluation - used sparingly and never back to back.
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Loading and Performance: forces of flight, stalls, load factor, CG and performance factors
mentioned0:00:00Chapters 4 and 5 for loading, performance and aerodynamics. The instructor calls it the single most important reference in the course.
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 4: Airport Operations — Patterns, Signs, Beacons, and Reading the Chart Supplement
mentionedChapter 14.1-14.5 assigned
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 5: Radio Communications — Listen Always, Transmit Never (Except One Emergency)
mentionedChapter pages assigned for radio phraseology
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 6: Airspace — The Classes, the Exceptions, and LAANC
mentionedChapter 15 assigned
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 7: Charts — Reading the Sectional Like a Local
mentionedCh. 16 - called 'pretty weak' on charts
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 8: Weather Theory — Density Altitude, Fog Families, and the Anatomy of a Storm
mentionedChapter 12 assigned
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 9: Weather Services — Decoding METARs and TAFs Like They'll Be on the Test (They Will)
mentionedChapter 13 assigned
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 10: Aeronautical Decision Making — Five Attitudes, Their Antidotes, and the Checklists That Catch You
mentionedChapter 2 (human factors) assigned
Pilot's Handbook of Aeronautical Knowledge (PHAK)
Section 11: Physiological Factors — Your Body as Equipment, and the Complete Night-Flying Playbook
mentionedChapter 17 assignments
Pilot's Handbook of Aeronautical Knowledge, chapter 12
Weather Theory: pressure, density altitude, wind, moisture, clouds and fronts
mentioned0:00:00Standard weather chapter.
Pilot's Handbook of Aeronautical Knowledge, chapter 13
Weather Services: METARs, TAFs, briefings and flight category
mentioned0:00:00Weather services chapter.
Pilot's Handbook of Aeronautical Knowledge, chapter 14
Airport Operations: runways, traffic patterns, signs, and airport data sources
mentioned0:00:00Sections 14.1-14.5 cover airport operations.
Pilot's Handbook of Aeronautical Knowledge, chapter 17
Physiological Factors: fitness for flight, vision, and night operations
mentioned0:00:00Sections 17-4, 17-12 to 17-16, and 17-23.
Pilot's Handbook of Aeronautical Knowledge, chapter 2
ADM: hazardous attitudes, risk management, CRM and situational awareness
mentioned0:00:00The ADM chapter these concepts come from.
Pilot's Handbook of Aeronautical Knowledge, sections 14-22 and 14-23
Radio Communications: listening to aviation traffic as a remote pilot
mentioned0:00:00
pilotweb.nas.faa.gov / 1800wxbrief.com / fltplan.com
Airport Operations: runways, traffic patterns, signs, and airport data sources
mentioned0:00:00NOTAM retrieval before every flight.
Pinecone / Weaviate / pgvector
The Five-Level AI Generalist Roadmap (+ Operating System & Monetization)
mentionedL2 vector storage tier — to be added only against observed retrieval failures
Playwright
Session 10: Building on Cursor & connect with AI workflows
mentioned2:26:25Browser/edge-case testing MCP for the production checklist (he personally uses Chrome DevTools MCP)
Promptfoo
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedAs-heard 'Promptful' - eval framework alternative
Reddit
Session 1: Getting your first Client
mentioned1:01:22Validation cross-check: are real practitioners complaining about the AI-identified pains?
Relume
Chapter 5b: The System Build — Styles, Variables, Components, and the Stylekit Pipeline
mentionedSurveyed for FAQ layouts alongside SproutUI and Section.express
Relume
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
mentionedFooter starting template (as-heard 'Reeloom')
Scale AI
Session 21: Advanced Data Extraction from PDFs — Parsing, OCR, and the Token-Free Product
mentionedNamed as the data-labeling giant behind the tagging economy
Scrape Creators
AI Sprint: The Hermes Agent — Day 2 (Loop Engineering: the Scheduling Loop, the Delegation Loop, and the Skill Auditor)
mentionedDay 1's scraper offered as the alternative to the built-in web search
Section.express
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedAs-heard - Elementor template marketplace, one-time price
Seedance
Session 18: Nano Banana + Veo 3.1 Multi-Shot Video — UGC Genie, an AI-UGC Product Built Live
mentionedByteDance provider; the longer-video routing answer
Seedance
AI Sprint: The Hermes Agent — Day 1 (Always-On Agents, the Employee-on-Day-One System, and the Self-Improving Ghostwriter)
mentionedThe v4 model that inflected the AI-clone channel's quality ('quite costly, but worth it')
Semgrep
Session 10: Building on Cursor & connect with AI workflows
mentioned2:20:18The industrial vibe-security scanner — used by Replit and Lovable on user apps; has its own MCP
SketchUp
Section 6: Airspace — The Classes, the Exceptions, and LAANC
mentionedHow he builds the 3D airspace visualizations
SkyVector (skyvector.com)
Airspace: controlled, uncontrolled, special use and everything else
mentioned0:00:00Free sectional, terminal area and en route charts with weather and TFR overlays.
Skyward
Section 6: Airspace — The Classes, the Exceptions, and LAANC
mentionedHis desktop LAANC platform for complex operations
Slack
Session 11: Overview of Claude Code & Key Concepts (Installs, Modes, Context Files, Skills, Hooks & MCPs)
mentioned2:00:52On his connected list
SproutUI
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedFree large Figma UI kit with categorized layouts
Store Leads
Session 5: Mastering Lead Generation
mentioned2:51:19The biggest e-commerce store database — for targeting stores (still B2B) when 'B2C' asks arrive
Stripe
Session 8: The Conversion Playbook
mentioned1:08:14The end of the conversion path — offer card should open the Stripe link directly; payment → email → retainer starts
Stripe
Session 14: Claude Code — Advanced Workflows
mentioned0:45:56Planned for the marketplace's paid tier ('Stripe also has a CLI'); deferred out of version 1
Stripe
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedThe refund API behind the support bot's trajectory examples
Telegram
AI Sprint: AI Evals & Reliability — Day 2 (Testing Systems That Never Answer Twice)
mentionedDelivery channel for the audience member's agent product
tfr.faa.gov / 1-800-WX-BRIEF / 1800wxbrief.com
Airspace: controlled, uncontrolled, special use and everything else
mentioned0:00:00Authoritative TFR and NOTAM sources.
Thinking Machines Lab
Session 15: Loop, Harness & Graph Engineering (posted as 'Securing Vibe-Coded Apps')
mentioned2:58:11Mira Murati's lab; gave him a small grant to infer their new open-weight model ('inkling', ~950B params as heard) for his SERA project; his bet: 'this company can beat OpenAI and Anthropic'
Trae (ByteDance)
AI Sprint: Windsurf & Devin — Day 1 (Vibe to Agentic: GitHub as Pizza, the Four Spec Concerns, and the IDE Lineage)
mentionedNamed in the fork family
trigger.dev
Session 19: Content Strategy Pipeline — the YouTube Growth Stack, Built by an Agent Team of Chats
mentionedAdopted by the agent unprompted for durable background jobs — 'I haven't asked it, but it understood our codebase might need it'
Turso
Session 10: Building on Cursor & connect with AI workflows
mentioned1:11:06Cloud SQLite — 'the best way' to migrate local SQLite builds to cloud
Twenty CRM
Session 7: The Outreach Engine
mentioned2:14:14Self-hosted CRM behind his consulting pipeline (crm.harshad.vc)
Twenty CRM
Session 8: The Conversion Playbook
mentioned0:45:54Implicitly displaced: 'you don't need an extra CRM — everything inside Instantly itself'
Typeform
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedNamed and unrecommended - free plan discontinued
Unsplash
Session 17: Facebook Ads Competitor Research & Replication
mentioned1:19:18Placeholder product-image source in ChatGPT's generated mapping code
Unsplash
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
mentionedIncreasingly paywalled; Pixabay's AI-image caveat noted
Upwork / Fiverr
Session 3: Building Elegant Landing Pages
mentioned2:16:32Where website-building clients (and pricing benchmarks) live; thin margins vs local-business work
Vanta / CodeRabbit
Session 2: How to Plan, Scope and Sell your AI Projects
mentioned2:37:23Compliance certification (SOC 2, HIPAA, GDPR) and code-review/security tooling for client-grade builds
VirusTotal
AI Sprint: OpenClaw — Session 2 (Token Anatomy, Claude Code Inside the Server, Skills, and Multi-Agent Workspaces)
mentionedThe two safety parameters to check on ClawHub skills
WebAIM
Chapter 4: The Craft — Color, Type, Spacing, and the Tricks You Earn Afterward
mentionedContrast checker, 'a little bit too extreme' in judgment
Webflow
Chapter 1: The Mindset — Figma Is a Sandbox, and Your Brain Is the Obstacle
mentioned~500k-site figure in the builder-market map (as-heard)
WhatsApp
Chapter 5a: The Client Build — Discovery to Direction with Lucy's Bakery
mentionedThe client's real contact channel - the reason the site has no form
WhatsApp
Chapter 5c: The Finish — Details, Feedback, AI Images, and the Polished Preview
mentionedThe footer's contact channel per the client's checklist
Windsurf
Session 2: How to Plan, Scope and Sell your AI Projects
mentioned2:43:27Learner tool-confusion question (heard as 'BenSurf/WIMServe'); answer: don't tool-hop — 'Claude Code is going to be the best thing ever' for most
WooCommerce
Section 1: Orientation — What Elementor Really Is (and What It Sits On)
mentionedThe free plugin wordpress.com resells at €45/mo
ZipWP
Chapter 3: The Workflow — Four Steps, Four Agreement Rounds, No Going Back
mentionedAs-heard 'SIPWP' - the better-but-unendorsed second AI builder
Registry gaps292 tool(s) still placed by the interim classifier rather than a registry entry: $100M Offers (PDF), 1-800-WX-BRIEF / 1800wxbrief.com, 10Web, 21st.dev, AWS, Advisory Circular 00-45 (Aviation Weather Services), Advisory Circular 00-6, Aviation Weather, Advisory Circular 107-2, Advisory Circular 107-2, chapter 7 and appendix C, AeroWeather, Agent Grid, AirMap, Airman Certification Standards, Airman Certification Standards (ACS), Aloft, AnyDoc (Firecrawl), AnyMailFinder, Apollo, Apollo / PhantomBuster, Apollo.io, Astra, Atlassian, Aviation Weather Handbook, Azure / Google Cloud / DigitalOcean, B4UFLY, Baidu Unlimited OCR, Batch Styler, Behance, Bitly, Blender / AutoCAD MCPs, Bolt / Replit / Emergent / Base44 / Google AI Studio / Antigravity, Bulk Resize Photos, Buzz (Block), CPT UI, Calendly, CapCut, CapCut / Premiere Pro, Chart Supplement, Chart Supplement (FAA, 9 regional volumes), Chrome DevTools, Chrome DevTools MCP, Circle, Classic Editor, Claude (browser extension), Claude-Mem, ClawHub, Clay, Clerk, ClickHouse, Convex, Copilot (in-platform AI assistant), Crystal Knows, DJI, Datalab, DeepEval, DeepSeek, DeepSeek / Qwen / Kimi K2 / Gemma / Llama / Nemotron, Devin, Devin (Cognition), Dify, Discord, Dribbble, Dribbble / Framer, EasyDMARC, Elementor Hosting, Envato, Eve (Vercel agent framework), F5Bot, FAA Aeronautical Chart User's Guide, FAA Aeronautical Chart Users' Guide, FAA Airman Knowledge Testing Supplement, FAA Declaration of Compliance list, FAA DroneZone, FAA Order 8130.34 (referenced as "91 30.34D"), FAA Radio Communications Phraseology and Techniques (AC 90-66 / AIM chapter 4), FAA Testing Supplement, FAA UAS Facility Maps and grids, FAA digital chart downloads, FAA digital sectional files, FAA-H-8083-22 Remote Pilot Study Guide, FAA-H-8083-22 Remote Pilot Study Guide, chapter 12 and appendix C, FAA-H-8083-22 Remote Pilot Study Guide, chapter 3b, FAA-H-8083-22 Remote Pilot Study Guide, chapter 6, FAADroneZone, FAADroneZone (faadronezone.faa.gov), FAAsafety.gov, FAR-AIM, Figma Sites, Fillout, Fireflies, Font Awesome, Fontshare, Freepik, Freshdesk, GLM 5.2, GPT Image 2 (OpenAI, via n8n Generate Image node), Gemini (Flash), Gemini (Nano Banana), Genspark, Ghost Ops (Suken Shetty), GitHub Copilot, GitLab / Bitbucket, Glean, Glued, GoDaddy / Namecheap, Google Ads, Google Earth, Google Fonts, Google Maps, Google Workspace (Gmail + Sheets), Granola, Grok, GummySearch, Gumroad, Gutenberg, Hacker News, Hallmark (skill), Handheld aviation receiver, Happenstance, Hello Elementor, HelpifyU (trainer's demo app), Hermes, Hermes / OpenClaw, Hermes agent (Nous Research), Heroicons, Hetzner, HeyGen, Higgsfield, Hover, HubSpot, HubSpot / Salesforce, Hugging Face, IACRA, IACRA (iacra.faa.gov), Iconify, ImgBB, InstaWP, Instant Data Scraper, Instantly, Instantly.ai, Intercom, JetEngine (CrocoBlock), Kimi (Moonshot), Kiro (Amazon), Kittyhawk (mobile) and Skyward (desktop), Kittyhawk / AeroWeather, Kling, Kling / Veo / Runway / Seedance / Midjourney / Flux, Krea, Krea / Kling / Seedream / Runway / Midjourney / Flux / Veo, LAANC, LandBook, Landingfolio, LangSmith, Langfuse, LinkedIn, LinkedIn Sales Navigator, Listmonk, LiveATC.net, Local (LocalWP), Loom, Lucide, Lume Cube, Lume Cubes and similar strobes, M365 Copilot, Magic UI, Manufacturer manual and maintenance schedule, Manus, Meetily, Meta Ads Library MCP / Meta ads CLI, Microsoft Outlook (n8n node), MiniMax, MongoDB, NEM memory, Namecheap, Nano Banana / Veo (Google media models), Nemory, Neon, Netlify / Cloudflare Pages, Nexos AI, Notion, OTPless, OpenAI (GPT-5 mini), OpenAI pricing page, OpenAI vision (n8n Analyze Image node), OpenClaw / Hermes, Oxylabs AI Studio, PDF Inspector (Firecrawl), PM Skills (Pavel Huryn), PSI (fa.psiexams.com), Paperclip, Parallel (search MCP), Parallel.ai, Penpot, Personal checklists, Pexels, PhantomBuster, Phot.AI / Supergrow / Happenstance / There's An AI For That, Photoshop, Pilot Institute Copilot, Pilot Institute community (separate app), Pilot Institute practice exams and flashcards, Pilot's Handbook of Aeronautical Knowledge (PHAK), Pilot's Handbook of Aeronautical Knowledge, chapter 12, Pilot's Handbook of Aeronautical Knowledge, chapter 13, Pilot's Handbook of Aeronautical Knowledge, chapter 14, Pilot's Handbook of Aeronautical Knowledge, chapter 17, Pilot's Handbook of Aeronautical Knowledge, chapter 2, Pilot's Handbook of Aeronautical Knowledge, sections 14-22 and 14-23, Pinecone / Weaviate / pgvector, PixPipe, Playwright, Product Hunt, Promptfoo, Quizbank (quizbank.ai), Razorpay, Reddit, Relume, Scale AI, Scrape Creators, Section.express, Seedance, Semgrep, Sentry (security-review skill), Shopify (MCP), Siri, SketchUp, SketchUp 3D airspace models, SkyVector, SkyVector (skyvector.com), Skyward, Slack, Slido, SproutUI, Store Leads, Stripe, Super Design (superdesign.dev), Tavily, Telegram, Telegram / BotFather, Tesseract OCR, Thinking Machines Lab, Trae (ByteDance), Trello / Asana / monday.com, Turso, TweakCN, Twenty CRM, Typeform, UAS Facility Map, UAS Facility Map / LAANC, Unsplash, Upwork / Fiverr, Vanta / CodeRabbit, VirusTotal, Visualize Value (Jack Butcher), WebAIM, Webflow, WhatsApp, Whisper / GPT Realtime (OpenAI voice), Windsurf, WooCommerce, Y Combinator (requests for startups + startup directory), Y Combinator startup directory, YT-DLP, YouTube Data API, ZipWP, agentmag.dev, arXiv, aviationweather.gov, awwwards, cmux, codingformarketers.com, copysection.com, eCFR (ecfr.gov), ecfr.gov, faa.psiexams.com, fal.ai, motionsites.ai, palettemaker.com, pandas, pilotinstitute.com LMS (with iOS/Android apps), pilotweb.nas.faa.gov / 1800wxbrief.com / fltplan.com, quizbank.ai, react.email, realtimecolors.com, skool.com, superdesign.dev, tfr.faa.gov / 1-800-WX-BRIEF / 1800wxbrief.com, tldraw, trigger.dev, typescale.com, wordpress.com. They get full entries as later sessions are extracted.