Stop Vibe Coding.
Regain Sovereignty.
Most AI-driven teams are accumulating "Ghost Debt" failures that haven't crashed the system yet, but have already erased your architectural intent.
Run the 4-Phase Diagnostic to calculate your Integrity Score.
Analysis
Problem-Solution Fit & Market Realities
Do you define a formal 'Problem Statement'...
Are 'In-Scope' vs 'Out-of-Scope' boundaries...
Planning
Epics, Stories & Requirement Sharding
Are your PRDs sharded into modular context windows...
Do you distinguish between 'Quick Flows' and 'Deep Rescues'...
Solutioning
Technical Blueprints & API Contracts
Is your system architecture mapped in machine-readable diagrams...
Are API contracts enforced via strict schemas...
Implementation
Deterministic Output & QA Validation
Does your review process verify 'Architectural Intent'...
Is there a 'Forensic Record' of why specific trade-offs...