Live Infrastructure for Integration Testing
When local services are already running, skip mocks and test the real pipeline end-to-end
rag (3 lessons)
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Lessons
RAG Corpus Chunking Strategy
Splitting documents at H2 headings with stable IDs and content hashes produces predictable, debuggable chunks that support incremental re-indexing.
Rule-Based Gap Detection Without ML
Seven heuristic rules detect when a RAG corpus can't answer a query, without training data or a classifier — transparent and debuggable, with known trade-offs.