Project Stabilization & Dead-End Recovery
Built an App with AI and Now Stuck?
Don't discard your hard work or pay an agency to start from zero. We inspect existing AI-generated codebases, untangle prompt debt, fix deployment blockers, and get your project back on track.
Common AI Project Stalls We Rescue
When rapid prompting hits the limits of AI context, an experienced full-stack engineer restores clarity.
Works Locally, Crashes in Production
Your prototype runs fine on your laptop, but throws immediate hydration mismatches, 500 server errors, or build failures when deployed to Vercel or AWS.
Prompt Debt & Circular Logic
Successive AI prompts created duplicate files, conflicting helper functions, circular state loops, and fragile logic where fixing one feature breaks three others.
Complex Integration Dead-Ends
Stuck midway through a multi-tenant authentication setup, Stripe webhook flow, custom file upload pipeline, or complex database migration.
Security & Permission Exposing
Realizing your AI tool created an app with no backend authorization checks, leaving sensitive customer data exposed via direct API endpoints.
Frequently Asked Questions
Common questions about AI development rescue.
Start a Project Discussion
Ready to build your custom software, CRM, booking engine, or AI integration? Share your requirements for a prompt response.
Direct Engineering Inquiries
I partner with startups, product founders, and established businesses to build production-ready software. Send a brief summary of your project goals, stack preferences, or timeline.
Direct Email