feat(examples): add evaluation + optimization closed-loop pipeline - #139

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coder-mtj:feat/issue-91-eval-optimize-loop

Commits on Aug 2, 2026

feat(examples): add eval+optimization closed-loop pipeline
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feat(optimization): expand eval+optimize pipeline with massive test coverage
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docs(optimization): add development process documentation
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feat(optimization): add SDK-faithful trace comparator and fix fake-mode no-op
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test(optimization): add gold-verdict attribution lock and normalize evalset data
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feat(optimization): add 3-scenario candidate model and overfitting gate rejection
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feat(optimization): add candidate block and per-case delta to reports
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fix(optimization): fix live mode with real SDK integration and fallback
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test(optimization): add scenario, attribution accuracy, and live-mode tests
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refactor(optimization): consolidate pipeline exports into unified package entry
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docs(optimization): update docs to match real behavior and add meaningful sample report
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fix(optimization): fix live mode SDK API mismatches found by AI review
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fix(optimization): fix converged check, tool-result dead code, and overfit default (AI review round 2)
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fix(optimization): score holdout set and remove dead fixed_categories param (AI review round 3)
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