Engine releases, catalogue updates, web changes — in one feed. We publish every material change so a design's trust grade always traces back to a specific engine version.
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Sprint v2.4 Day 3 batch: HARD-FAIL gates extracted to a shared callable (Pcu/Pcv ratio, T_hotspot, fsw extrapolation); solve_axisymmetric DC + AC, thermal_field_2d, FNO stub, system_capability detect. 1564 tests pass.
Production ONNX shipped at mAP=0.9625. Engine resolver auto-prefers the production drop over the scaffold; zero engine code change required to flip.
10 deterministic plot generators + 6 topology Jinja2 templates + 4-tuple metadata stamp (template/plot/engine/kb). Bit-for-bit reproducible — no LLM in the calc-sheet path.
XGBoost pre-narrows the core pool (400k union, test_rmse 0.685), IsolationForest drift detector surfaces in DesignResult, topology rationale + trust narrator auto-attach.
The in-browser TypeScript reimplementation drifted up to 41,868% vs Python and is gone. The calculator runs the canonical Python engine via Pyodide WASM — cannot drift by construction.
See engine output previews in the gallery — every design tagged with engine version.
See output previewTry desktop app