snapshot: NVFP4+MTP fast-seat quant recipe + failure state (gibberish, unisolated)
Captures the full pipeline recipe (graft->quant->splice->config->serve) with every gotcha found this session, the 3 gibberish suspects, and the diagnostic ladder (validate native-config no-MTP coherence FIRST) for a fresh session to finish the chase. Also stages the NVFP4 scripts + 512-row calib. Recent decisions: NEO-CODE seat swap (R36), webhook ALLOWED_HOST_LIST fix. Lessons: validate-tracer-bullet-first, mtp-graft-dropped-at-load, gitea-204-red-herring.
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