Eliminate fuzzy prompt drift. Scaffold deterministic, repository-native agents/spec/ trees inspired by Ali Afshar's noVibes standard for production Google Cloud and Firebase architectures.
Agent Parameters
Quick Presets
Generated agents/spec/ Tree
agents/spec/tech_stack.md
Loading spec...
Why noVibes? Repository-native spec trees establish deterministic architectural contracts for AI agents, preventing prompt hallucination loops and ensuring Commit-on-Green repeatability.
Newsletter
Stay Ahead of the Prompt Loop
Get notified when I publish new AI Tokenomics deep-dives, Firebase architecture blueprints, and brownfield engineering breakdowns. No spam, ever.
✓Thank you! You are subscribed to new architecture teardowns and tokenomics updates.