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fix: enforce objective constraints in optimizer - #168

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fix/optimizer-constraints
Open

fix: enforce objective constraints in optimizer#168
seans-openclawbot wants to merge 1 commit into
mainfrom
fix/optimizer-constraints

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Summary

  • add objective-constraint models to optimization requests
  • fail trials that violate metric thresholds and surface per-constraint counts in diagnostics and manifests
  • document the constraint workflow in the optimization guide

Tests

  • python -m unittest api.tests.test_optimization_runtime api.tests.test_optimization_api api.tests.test_v1_api_contract
  • mkdocs build --strict

Refs #109

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