agent manifest generation, party mode uses it, and tea persona compression
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bmad/bmm/testarch/knowledge/fixture-architecture.md
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# Fixture Architecture Playbook
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- Build helpers as pure functions first, then expose them via Playwright `extend` or Cypress commands so logic stays testable in isolation.
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- Compose capabilities with `mergeTests` (Playwright) or layered Cypress commands instead of inheritance; each fixture should solve one concern (auth, api, logs, network).
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- Keep HTTP helpers framework agnostic—accept all required params explicitly and return results so unit tests and runtime fixtures can share them.
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- Export fixtures through package subpaths (`"./api-request"`, `"./api-request/fixtures"`) to make reuse trivial across suites and projects.
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- Treat fixture files as infrastructure: document dependencies, enforce deterministic timeouts, and ban hidden retries that mask flakiness.
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_Source: Murat Testing Philosophy, cy-vs-pw comparison, SEON production patterns._
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