AI Failure Diagnosis
Get a 1-page AI failure diagnosis
Find the likely failure layer, why AI keeps failing, what AI should not touch, and the safest next step.
What you’ll receive
A diagnosis is not a promise to fix the app. It identifies the failure layer and the safest next step before more AI edits make the project worse.
Example diagnosis
Verdict
Partially AI-fixable
Failure layer
Deployment + auth callback mismatch
Why AI keeps failing
AI is editing application code without knowing your production environment variables, callback URLs, or deployment settings.
What AI should not touch
Do not let AI rewrite the full auth flow or database schema yet.
Smallest safe next step
Verify environment variables and callback URLs before changing application code.
Best for stuck AI builds
This review is useful when AI keeps changing code but the project is not becoming more stable.
- Cursor or Lovable projects stuck in repair loops
- Apps that work locally but fail online
- Auth, database, payment, permission, or deployment failures
- AI-generated code that breaks after every fix
Delivery
- 1-page diagnosis
- Delivered by email
- No full repo required
- Manual review
Submit your failure for diagnosis
Share only the minimum facts needed to identify the failure layer. You can describe the issue in plain English. No full repo is required.
Early review
$29
1-page diagnosis · delivered by email
Before you submit
You do not need to send:
- Full private repo
- Production secrets
- API keys
- Customer data
Useful to include:
- Error message
- AI tool used
- What AI changed
- Whether it works locally
- Deployment platform
What this is — and is not
This is
- A failure-layer diagnosis
- A safest-next-step recommendation
- A way to avoid making the project worse with more AI edits
- A lightweight review before deeper development work
This is not
- A promise to fix your app directly
- A full code audit
- A replacement for a developer
- A request for your full private repo
Diagnosis
Need the diagnosis before more AI edits?
If AI has already failed multiple times, the next prompt may make the project worse. Request a 1-page diagnosis before asking AI to rewrite more files.
Early review: $29 · delivered by email · no full repo required