GB-scale module processing: complete, incremental AI generation with full audit/token logging - #14

Merged

veniplex merged 7 commits into

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claude/ai-module-large-data-processing-oueat5

Jul 15, 2026

Commits on Jul 15, 2026

feat(ai): central runAi wrapper logging usage + audit for every AI call
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40b7790
feat(ingestion): streaming upload, content hashing, incremental embedding
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562b007
feat(generation): coverage-driven complete generation over the whole module
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68bc416
feat(audit): surface AI events and token counts in the activity log
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a72694f
feat(retrieval): hybrid (vector + full-text) search and contextual embedding
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aa97d61
feat(generation): token-budget guard for coverage runs
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865d37d
style: prettier-format Phase 0-3 source files
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bafffa3