- `[2026-07-14]` **Pursue the NVFP4+MTP fast char-rp-reasoning seat to completion** (Vuong-directed via /snapshot: "chase the nvfp4 quant, we know it works, write down the recipe"). Full recipe + diagnostic ladder in Current state / in-flight above. Artifacts on ana-ml2 `/tank/aimodels/heretic2-nvfp4-work/` + scripts committed in eshpfi `services/heretic2-nvfp4-quant/`.