Common questions.

Do we need a call before starting?

No. Most work can be handled asynchronously.

Can you work with existing code?

Yes. Existing applications are a primary focus.

Can you fix AI-generated code?

Yes. It can be reviewed and stabilized like any codebase.

How much will it cost?

Starting prices are indicative; you receive an estimate after review.

AI built your app.
Now something is broken?

AI can build surprisingly quickly. Complex bugs still need engineering. I work with Claude Code, Codex, Cursor, Lovable, Bolt, Replit and other AI coding tools every day.

Async-friendly. No call required.

From almost working
to production-ready.

  • Authentication and authorization
  • Stripe, Supabase and database issues
  • Security and deployment problems
  • API integrations
  • Duplicated or inconsistent code
  • State management and performance
  • Architecture and production readiness
  • Bugs the AI repeatedly fails to resolve

Choose the next
useful step.

Initial investigationFrom $49

Understand the failure, codebase and smallest reasonable next step.

Fix / stabilizationFrom $99

Resolve a defined issue or stabilize the parts blocking progress.

Production readiness reviewFrom $199

Prioritized review of security, architecture, deployment and operational risks.

Prices are indicative, not guarantees. You receive an estimate after the problem is reviewed.

Keep the work
you’ve already done.

I work with AI coding agents myself, so I can continue from the existing codebase rather than starting over. The goal is a working, understandable application — with human engineering review where it matters.