AI App Rescue
Debug broken flows, untangle generated code, identify what is blocking progress, and make the application reliable.
Fractional tech leadership for vibe coders
You built it with AI.
Now let’s make it real.
Fractional Tech Dev helps you diagnose, improve, and ship the app AI helped you start, without leaving you behind in the process. Clear guidance. Better decisions. A product you can rely on.
01 / About
The prototype got you moving. Now you need clarity.
Fractional Tech Dev works like your lead developer: a steady technical partner for founders and vibe coders after the AI-generated first version. We find what is actually happening, map the next moves, and help you make the right changes.
This is not about taking your project away from you. It is about making the technical parts understandable enough to keep building with confidence.
02 / How I can help
Practical support for the messy middle.
When the demo works, but the app does not quite hold together—this is where we start.
Lead Dev for Vibe Coders
Get architecture guidance, code reviews, prioritization, and ongoing technical leadership, without the full-time hire.
Build-With-You Tutoring
Learn how your app works, make better calls, and improve it together instead of getting handed a black box.
03 / The difference
You stay in the driver’s seat.
The goal is never just to patch an app. It is to help you become more capable of steering the next version, and knowing which problems are worth solving.
- 01Explain the why
- 02Fix what matters first
- 03Ship the next real version
04 / Writing
Notes from the build.
The Substack is for people building with AI, fixing real applications, and learning to think like a product-minded developer along the way.
When the AI build stops workingWhat to fix before you add featuresReading generated code without panicThe useful first architecture diagram
05 / Proof
Work in progress.
Selected projects and case studies are coming soon. For now, the best place to get a feel for the work is the writing.
Case studies
in development
in development
Start here
Built something with AI that needs a real next step?
Start with the Substack: practical notes for turning an early app into something you can keep building on.
Read the Substack ↗