I am a senior software engineer currently pivoting into AI architecture. While building agentic applications for enterprise infrastructure auditing, I realized that "vibe coding"—trial and error prompting—fails at scale.

I built Prompt Contracts to treat AI interactions as governed system architecture rather than "chatting."

The framework introduces "Context Engineering" via 5 layers: 1. Scope: Hard boundaries for hallucinations. 2. Role: Locking in cognitive archetypes. 3. Objective: Defining the "Definition of Done." 4. Reasoning: Forcing System 2 thinking. 5. Language: Strict output interfaces.

I've open-sourced the framework today to see if other engineers are finding a need for more deterministic AI protocols.

I’d love your feedback on the SDLC Intelligence Matrix and the Context Reset protocols.