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AI Catalyst C3·Core Sessions - Week 1·1:37:15

Office Hours I: Vetting an Idea, Niching Against the Frontier Labs, and Paul's Aircraft-Parts App (PWA, and 'What If I Get Hit by a Bus')

Harshit Host - answers every question; the PWA and handover advice for Paul · Paul Berg Participant - two questions: vetting an idea, and the aircraft-parts repair-company app

The short version

  1. PAUL'S QUESTIONS. (1) How do you vet a project idea so you are not building what already exists? Deep research on Gemini / Perplexity, read the complaints on Reddit and X about the nearest tools, and check Product Hunt for recent launches and their comments (0:05-0:09). (2) The aircraft-parts repair company wants to photograph a part in and out and have it reach their server from a tablet or phone: build it as a Progressive Web App and skip the app stores (0:56-0:59). (3) 'What if I get hit by a bus?' - no clean answer: never hand over the codebase unless it is paid for, train their people, or build automated alerts; 'we'll talk more about it later' (0:59-1:04).
  2. Niching against OpenAI's and Anthropic's forward-deployed-engineer arms: the labs will own regulated, high-security work and anything a model update can crush; the opening is SMBs who cannot pay $250-300 an hour, served deep in one vertical you already know (0:15-0:27).
  3. Plan choice is a real constraint: the $20 Claude plan is 'useless' for serious coding - the $100 plan or Codex, which the host rates at comparable quality with higher limits (1:07-1:09). A downloadable HTML app is not something to hand to friends or clients as 'safe' (1:15-1:19).
  4. ManyChat plus a CRM beats n8n for a small business consolidating WhatsApp, email and web leads - 'it fails too often' - and LinkedIn scraping is getting harder; Sales Navigator is a future session (0:50-0:57).
  5. Founder's-dilemma pattern: split operations and support into separate agents fed only redacted guideline docs and tied to their own inboxes, so a team can run the product without seeing the core IP (1:34-1:37).

At a glance, three clicks deep

Skim here first: the closed row is the glance, open is the study card with the key points and timestamps, and the ↓ link drops to that concept's full write-up below.

01Vetting an idea before you build it: research engines, complaint threads, Product HuntThree free checks before building - AI deep research for competitors, complaint threads for gaps, Product H…›

Three free checks before building - AI deep research for competitors, complaint threads for gaps, Product Hunt for recent launches and reactions.

Paul: 'what's the best way to go about vetting it to make sure that it's not only being developed somewhere else?' (0:05)

Gemini / Perplexity deep research first (0:06)

Reddit and X complaints about similar tools = the gap to fill (0:07)

Product Hunt launches + their comments (0:07-0:08)

↓ Full write-up of this concept

02Where the frontier labs will not go: SMBs, one vertical, no regulated domainsAvoid regulated domains and thin wrappers;›

Avoid regulated domains and thin wrappers; serve SMBs the labs price out; go deep in a vertical you know.

Frontier-lab FDEs at $250-300/hr are out of SMB reach (0:18-0:20)

Regulated / high-security work: the labs will own it (0:21)

Generic wrappers die with the next model update (0:23)

Vertical depth from your own background beats horizontal breadth (0:24-0:27)

↓ Full write-up of this concept

03Paul's aircraft-parts app: build it as a Progressive Web AppPWA = a web app that installs like a native app, uses camera and offline storage, and skips the app stores;›

PWA = a web app that installs like a native app, uses camera and offline storage, and skips the app stores; the default for client field tools.

Paul: 'how do I get it so it'll work on a tablet or on a phone?' (0:57)

Answer: responsive web app -> PWA, no store submission (0:58)

Photos post to the client's server over their API (0:58-0:59)

Paul was building in Lovable at the time (0:59)

↓ Full write-up of this concept

04'What if you get hit by a bus?' - handover, code ownership and continuity for a solo builderContinuity for solo-built client software: paid code handover only, operator training, automated alerts;›

Continuity for solo-built client software: paid code handover only, operator training, automated alerts; a trusted backup engineer remains an open problem.

Paul: 'what happens if you get hit by a bus. Now how do I deal with that?' (0:59)

Never give the codebase away unpaid (1:00)

Train the client's team; build automated alerts (1:01-1:02)

'How do I get a backup colleague I can trust?' - unanswered (1:02-1:03)

↓ Full write-up of this concept

05The $20 plan is not a coding planSerious coding needs the $100-tier Claude plan or Codex;›

Serious coding needs the $100-tier Claude plan or Codex; editors are wrappers; image models cannot yet draw CAD.

$20 Claude plan 'useless' for coding; $100 plan or Codex (1:07-1:09)

Codex: higher rate limits, comparable quality per the host (1:08)

Image models cannot do CAD-grade drawings yet (1:11-1:13)

↓ Full write-up of this concept

06A downloadable HTML app is not a safe thing to hand to peopleNever distribute app logic or keys as a file;›

Never distribute app logic or keys as a file; host it or export outputs; guardrails come from lab guidance and a security engineer, not hope.

HTML-file distribution 'not safe' (1:16-1:18)

Convert to a PDF output if sharing results is the goal (1:18)

Security session promised; founders need an engineer for response (1:25-1:29)

↓ Full write-up of this concept

07The founder's dilemma: operations and support agents that never see the core IPSeparate role agents on redacted docs, each with its own inbox, so delegation never exposes proprietary logic.›

Separate role agents on redacted docs, each with its own inbox, so delegation never exposes proprietary logic.

Redacted guideline doc from your own coding agent (1:35)

Ops agent + support agent, separate inboxes (1:36)

Backend and prompts never leave your hands (1:37)

↓ Full write-up of this concept

The concepts in full

01

Vetting an idea before you build it: research engines, complaint threads, Product Hunt

Paul asked the question every builder should ask first: is someone already doing this?

Harshit's three-part check, in order. Run a deep-research query on Gemini or Perplexity describing the product and asking what exists. Then read what people say about the nearest tools on Reddit and X - the complaints are where your differentiation lives. Then search Product Hunt for launches in the last months and read the comments under them. If all three come back empty, the idea is either new or nobody wants it, and the next step is a quick landing page to find out which.

Why it matters

Paul asked it at 0:05; it is the cheapest hour any project can spend.

02

Where the frontier labs will not go: SMBs, one vertical, no regulated domains

OpenAI and Anthropic now sell forward-deployed engineers. Where does that leave a one-person AI shop?

Gautam's strategic question gets the longest answer of the hour. The labs will own high-security and regulated work, and any generic AI-wrapper product dies with the next model release. What they cannot serve economically is the small and mid-sized business - their engineers cost $250-300 an hour and sit in Western time zones. So: niche down to one vertical you already understand (the host's example is automotive), go deep on that industry's actual problems, and never build a product whose whole value is a thin layer over a model.

Why it matters

The clearest positioning advice in the early office hours, and the case for Technology On Call's vertical focus.

03

Paul's aircraft-parts app: build it as a Progressive Web App

Photograph the part coming in, photograph it going out, get both to the server from the shop floor - without the App Store.

Paul described a repair company for aircraft parts that wants to photograph incoming parts and again after repair, from a tablet or phone, with the images going straight to their own server. The answer: build a responsive web app and ship it as a Progressive Web App. It installs to the home screen, uses the camera, works on both tablets and phones, and never goes through Apple or Google review. The transmission question ('ways to transmit it across the network that makes sense to a server') is ordinary - the PWA posts to the server's API.

Why it matters

Paul's own project, answered directly, and the pattern for every field-operations tool a client asks for.

04

'What if you get hit by a bus?' - handover, code ownership and continuity for a solo builder

The client will eventually ask to see the code, or to run it themselves, or what happens if you vanish. Paul asked how to answer that.

Harshit does not pretend to a clean answer. Do not hand over the codebase unless the client pays for it - it is your leverage and your product. Train their people on operating (not building) it. Or build automated monitoring and alerts so the system tells someone when it breaks, standing in for your personal availability. Paul pushed: 'how do I get a backup colleague that I can trust?' - and the honest reply is that a client holding the application can always find 'a person like yourself', which is a comfort, not a plan. 'We'll talk more about it later.'

Why it matters

The question every one-person agency gets, asked by Paul in his own words; the later sessions on SOPs and documentation are the real answer.

05

The $20 plan is not a coding plan

Deepak moved from Claude to Claude Code to Windsurf and could not understand why nothing worked for long. The plan was the problem.

The $20 Claude plan is 'useless' for real coding because its session limits end the work mid-task. Harshit's options: the $100 Claude plan, or Codex, which he rates at comparable quality to Opus (heard as Opus 4.7 vs GPT-5.5) with higher rate limits. Windsurf and the other editors are just paid wrappers over the same models. Separately: CAD-grade architectural drawings from image models are not yet possible - that needs a specialist engineer, so post in the cohort group.

Why it matters

Budget advice that decides whether a non-developer's first week with a coding agent succeeds or fails.

06

A downloadable HTML app is not a safe thing to hand to people

An expense tracker shared with friends as an HTML file with a Firebase key inside it. Where do you learn guardrails?

The participant's app was an exported HTML file talking to Firebase and Grok. Harshit's verdict: distributing app logic (and any keys) as a local file is 'not safe' beyond personal use - host it, or if the point is the output, ship a PDF instead. For guardrails generally: read the labs' published guidance, search Perplexity for current practice, and wait for the dedicated security session. Swaminathan's climate-product security fears get the same deferral plus a rule: a non-technical founder needs an engineer on call for security response, and even Anthropic engineers make mistakes.

Why it matters

A small, concrete trust lesson for anyone shipping DIY tools to other people.

07

The founder's dilemma: operations and support agents that never see the core IP

You want a team to run the product without being able to walk off with it.

Ask your own coding agent to write an architecture and guideline document, then redact it to what operations and support actually need. Stand up two agents - one for ops, one for support - trained only on the redacted material, and attach each to its own inbox (a Hermes-style email agent was the example). The team works through the agents; the backend stays yours.

Why it matters

The IP-protection pattern behind the 'service as software' agency model the later office hours push.

Tools referenced

ToolCoverageMomentContext
Product HuntexplainedCheck recent launches and comments
CodexexplainedRecommended over the $20 Claude plan for coding
ManyChatexplainedRecommended with a CRM for SME lead consolidation
GeminimentionedDeep research for idea vetting
PerplexitymentionedDeep research; guardrail reading
Claude CodementionedInterrogate your own architecture; skills later
WindsurfmentionedA paid wrapper editor, per the host
n8nmentionedRejected for that use: 'fails too often'
ApifymentionedLinkedIn scraping; blocks increasing
LovablementionedPaul's build tool for the parts app
FirebasementionedBackend of the expense-tracker HTML app
LoommentionedSend a one-minute demo for async help
HermesmentionedEmail-handling agent per inbox

Action items

    Resources mentioned

    Resources
    • docPaul's questions in this hour (verbatim, as asked)
    • docPromised follow-ups

    Extraction notes

    This page was built from an auto-generated transcript, which garbles product and people's names. Those were corrected silently in everything above and logged here for transparency. The warnings flag claims that were true on the recording day but change fast.

    Transcript corrections applied

    The transcript saysThe trainer actually means
    Ashish / Ashit / Ashik (host)Harshit
    any 10 / an 10n8n
    XODunresolved - a tool Paul named alongside Lovable
    HiberdataDesh's employer, spelling unverified
    binderunresolved CAD-generation tool name

    True on recording day — verify before relying