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#ci

1 resource and 1 guide tagged #ci on ChangeGamer.

• Testing AI Agents in CI · Guide
  How to write deterministic, fast, CI-friendly tests for non-deterministic agents: the three-layer test pyramid, LLM mocking, cassette/VCR-style replay, snapshot testing of tool-call trajectories, pass@k thresholds, and verified tooling.

Guides

• How to Test an MCP Server in CI · guide
  The implementation mechanics below the three-layer test pyramid: what a mocked MCP transport actually replaces, what a Streamable HTTP cassette contains, a concrete CI job/trigger shape, and how to catch spec-version drift before it reaches production.