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Find the root-cause wall, apply the top intervention, prove it with a two-sided gate — or roll back.
- 250 tests, clean-clone verified
- Engine- and hardware-neutral: no implicit engine default (E_ENGINE_NOT_SPECIFIED), unknown hardware has no spec, spec-sheet values are never load-bearing
- Zero runtime dependencies; endpoint lifecycle delegated to inference-serving over MCP