Founding pilot ↗
For people building apps with AI

You built the app.
Can anyone understand it?

Turn your AI-built project into a clear, developer-ready handoff: what it does, how it fits together, what needs attention, and what to do next.

Apply for the free pilotView a sample report

Early research pilot · Limited manual reviews · No payment required

The problem

“It works… but I don't know how.”

Lost context

Weeks of AI prompts and changes are scattered across chats.

Hard to hand off

A developer asks about files, dependencies, and setup. You don't have clear answers.

Hidden unknowns

Environment settings, data flow, and deployment assumptions are undocumented.

The solution

One structured handoff packet

01 · Share context

Tell us your builder, project purpose, and share a sanitized repository or relevant files with explicit permission.

02 · We map it

We review the provided materials, separate verified facts from assumptions, and flag missing information.

03 · Move forward

Get a readable handoff for your developer, collaborator, or next AI coding session.

What you receive

A report you can actually use

  • Plain-English product overview and feature inventory
  • Architecture and major file map (where supported by source)
  • Setup requirements, dependencies, and deployment notes
  • Data/integration inventory and unresolved questions
  • Known issues, risk flags, and practical next steps
  • Copy-ready brief for the next developer or AI assistant

Read our fictional example report to see the handoff format. Open sample report.

Founding-pilot offer

Research stage

$0 for selected testers

We are validating whether this service solves a valuable problem. Pilot participation is free, may require your feedback, and is not guaranteed for every applicant. No source code is collected by this form.

Proposed future paid tests: $19 per small-project handoff. Not an active sale or an offer to purchase.

Join the pilot

Request a handoff review

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Questions

Do I need to know how to code?

No. The intended reader is a nontechnical founder who needs to explain an app to someone else.

Will you fix my app?

This pilot is for project documentation and handoff, not repairs or functional testing.

Should I share my passwords or API keys?

No. Never send secrets, production credentials, customer records, or private source through this form. Private source reviews require a separate secure process and authorization.

Does the report prove my app is secure or production-ready?

No. It documents available evidence and open questions; it is not a penetration test or certification.