golden-principles

Agent-first operating principles are a set of 10 rules that govern autonomous agent behavior and decision-making within a repository to ensure consistent infrastructure development. They provide structured, mechanically validated guidelines for context management and invariant adherence.

To ensure consistent autonomous agent behavior, implement a codified set of golden principles that govern agent decision-making and context management. This enforces a structured, documented, and mechanically validated approach to infrastructure tasks.

You need operating principles for agentic AI development when automated agents must interpret requirements and make decisions aligned with project philosophy. They ensure consistent behavior across automated tasks and infrastructure management.

Yes, these governance principles explicitly manage agent context and enforce adherence to invariants. They provide a structured framework that mechanically validates agent actions against established repository rules.

The best way to structure agent decision-making is to codify fundamental operating principles that agents consult before taking action. This ensures decisions align with the established philosophy and maintain invariants.

An agent needs a structured, mechanically validated approach to prevent unchecked autonomous actions and ensure infrastructure development aligns with project invariants. Without it, agent behavior becomes inconsistent and difficult to govern.