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Notes on CAE, R&D, and everything between.

Working thoughts on simulation, tooling, and what it takes to let AI agents actually do engineering work.

sim-benchmark: public simulation agent benchmark COMSOL agent workflow: reproducing an HBM h-BN study with Codex Why this blog exists