Evaluation & Quality

AI evaluations and quality for teams and organizations. Applying common CD practices to AI prompts, agents, skills, commands, etc.

To ensure AI behaves as expected, you, your team, and your organization need to take deliberate action. This section provides the AI quality basics, basic team, and organizational guidance.


AI Eval Methodology for Coding Tools

A three-layer grading framework and development cycle for evaluating non-deterministic AI coding tools with automated behavioral testing.

Team AI Evals for Coding Tools

How individual teams set up, write, and run evals for their AI coding tools using eval-driven development.

AI Evals for AI Enablement Platforms

How platform teams build shared eval infrastructure for reusable AI coding tools that serve multiple teams and diverse codebases.