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.
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.