Protocol 03 // Logic
You built it with AI.
Now let's make it stable.
Vibe coding is incredible for fast prototyping. But it leaves behind brittle, untrackable spaghetti logic. I refactor, modularize, and stabilize your AI-generated codebases so they actually scale without breaking.
// THE SYMPTOMS OF A VIBE CODED APP
[Error] Adding one feature randomly breaks three other features.
[Error] The codebase is a massive, highly-coupled single file of doom.
[Error] The AI agent lost context bounds and gets stuck in loops.
[Warning] Nobody actually knows how the routing works anymore.
Phase 1 // Recon
The Diagnostic Audit
A deep technical review to understand exactly where the AI went wrong.
- Comprehensive code review & mapping
- Identify circular dependencies
- Map out structural logic flaws
- Deliver an architectural recovery plan
Phase 2 // Execution
The Core Refactor
Taking the prototype and restructuring it into modular, professional code.
- Component modularization
- Logic extraction and standardizing
- Removal of redundant AI CSS overrides
- Implementation of AI Memory Ledgers
Phase 3 // Retainer
Continuous Stewardship
Ongoing developer support to help you safely build on top of your stabilized foundation.
- Dedicated technical oversight
- Safe PR reviews for future AI edits
- Scalability and performance tuning
- Direct access for emergency debugs
Why AI Ledgers Matter
LLMs are stateless. When you open a new chat, they don't remember your app's rules. I implement strict CONTINUITY.md protocols directly into your root directory—acting as architectural blueprints so your future AI agents never derail the codebase again.