I built the same MVP twice. The autonomous agent wrote 4.6x more tests — none caught two stubbed core methods.

Side-post in the keppt build-in-public series — an interlude before the Phase 1 implementation...

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Chunking for RAG: stop tuning the wrong knob

A practical chunking playbook for RAG: why semantic splitters disappoint, what chunk size + overlap actually buy you, and a small eval harness in Python.