Stop “Vibe-Coding.” Start Architecting.

Is your team writing code 10x faster, but building a technical debt trap 4x messier?

The Problem: AI agents like Cursor and Copilot are incredible — but they are “Logic Repeaters.” Without a system, they generate redundant utilities, ignore your existing architecture, and leave behind “Bacteria Code” that multiplies until your codebase is unmanageable.

The Solution: The AI Debt Audit Kit is the first professional-grade system designed to keep AI-assisted codebases clean, modular, and high-performance.

What’s Inside the Kit?

📘 The Architecture-First Blueprint — A master guide on the “Spec → API Contract → AI Generation” workflow. Move from “guessing” to “guaranteeing” quality.

🔍 The AI-Smell Scanner — A lightweight Python utility that identifies duplicated logic and “vibe-code” clusters in seconds. Stop redundancy before it hits production.

📊 The Tech Debt Dashboard — A pre-built “Remote Operating System” to track refactor sprints, AI commit risks, and your “Architecture Registry.”

📝 The Master Prompt Library — 25+ “Architect-Grade” prompts for security audits, surgical refactoring, and automated documentation.

Why Buy This Today?
• Save $1,000s in rework — Identify messy code before it becomes “legacy”
• Ship faster (correctly) — Less time arguing with AI, more time merging quality features
• One-time purchase — No subscriptions. Own the system forever.