Own your vibe.
Build to last.
The industry standard for professional software engineering in the age of Synthetic Technical Debt.
"AI makes you 10x faster at coding.
It also makes you 10x faster at accumulating invisible debt."
Most developers use AI as a "magic box". They chat until it works, then ship. This creates Comprehension Debt — code you can't explain, can't audit, and can't legally defend.
Understand Synthetic Debt →Designed for Professionals
The methodology for those who own the final outcome.
Founders
Pass due diligence & secure IP
Eng Leads
Prevent unmaintainable legacy
Seniors
Maintain expertise at 10x speed
CTOs
Scale AI across your entire org
The Clean Vibe
Methodology
A comprehensive framework to move from "vibing" to predictable, high-quality engineering in the generative era.
Read the ManifestoThe Debt Ledger
Track 7 categories of synthetic debt before they kill your velocity.
The Smells Catalog
Identify 15 patterns that indicate hidden structural decay.
Clean Prompts
Design-first approach that preserves human architectural intent.
Clean Agents
Safety-first autonomy for multi-agent orchestration.
Free implementation resources.
Download the prompt templates, debt ledger spreadsheets, and checklists featured in Part IV of the book.
Access the Hub