Developer

The method

The AX Practitioner Playbook.

Our method for finding out whether coding agents get your technology right when developers build with it, and for fixing the sources they rely on when they don't. Read it here, download it, or ask it questions from your agent.

Start readingDownload the PDF

Install the skill to ask the playbook from your agent. The AX Practitioner skill answers questions, walks you through the method, and reviews your eval against the checklist.

npx skills add microsoft/scope/docs/ax-playbook/ax-practitioner

Chapters

  1. 1The game has changed
  2. 2The evaluation model
  3. 3The eval lifecycle
  4. 4Designing scenarios
  5. 5Writing evaluation criteria
  6. 6Choosing agent profiles
  7. 7Running evals and generating the readout
  8. 8Interpreting the readout
  9. 9Investigating agent trajectories
  10. 10Common failure patterns
  11. 11Turning findings into improvements
  1. AQuality checklist
  2. BWorked example: SPFx end-to-end