Typical problems
- The code was expanded across many prompts and nobody understands it anymore
- Build, imports, packages, and environment variables do not fit together
- Features exist visually but break in real flows
ChatGPT code repair
ChatGPT generated code. I make it controllable again.
AI code arrives fast, but it is often not stable. I check which parts are useful, where the build breaks, and which repairs are needed to turn the prototype into a manageable project.
What is clear afterwards
- Clarity on whether repair or rebuild makes more sense
- Prioritized fix list and concrete technical next steps
- Optional direct stabilization of the most important project parts
Process
1
Check repository
I review structure, dependencies, build, and critical user flows.
2
Find breakpoints
Broken imports, AI shortcuts, and wrong assumptions become visible.
3
Stabilize
Depending on the package, I repair core errors and create technical guardrails.
Matching packages
Book directly or start with an audit.
AI Code Triage
When the project starts, but nobody knows why it keeps breaking.
390 €
Code review, build/import check, and rescue plan within two business days.
- Repository check for broken imports, missing packages, and build errors
- Assessment: repair, restructure, or discard
- Prioritized fix list with effort estimate
- No implementation included
Recommended
Stabilization Sprint
For prototypes that almost work but are not reliable yet.
1,490 €
Triage plus up to ten hours of targeted repair and stabilization.
- Repair build, routing, and core errors
- Turn unclear AI structure into understandable modules
- Clean up basic error handling and configuration
- Short technical handover with next steps
Production Rescue
When an AI prototype needs to become a real product.
3,900 €
Multi-day cleanup for architecture, security, tests, and deployment readiness.
- Clean up architecture and data flow
- Defuse security risks, secrets, and API errors
- Establish tests, typecheck, and build pipeline
- Deployment readiness and documentation for further development
FAQ
Common questions
Does the code need to be public?
No. A private repository is possible if secure access is set up.
Can every AI codebase be rescued?
No. Sometimes a rebuild is cheaper. That is exactly what the triage clarifies.
Do I only get criticism, or also fixes?
The triage provides diagnosis and plan. The sprint packages include concrete repair time.