What it does and how it connects
Hexera turns a geometry file and a plain-English description of the job into a solver-ready simulation mesh, or into a clear explanation of why it could not produce one. The user uploads CAD or a surface, says what they want to simulate and which mesher to use. The pipeline writes that engine's configuration, runs the real mesher, measures the result against the engine's declared quality gates, and inspects rendered images of it. A mesh is delivered only if it passed.
Meshing compute is hybrid: the local stack is the control plane, and every mesh runs off-box on a Cloud Run Job the user owns. The user does not install OpenFOAM, cfMesh or VMTK, and there is no local fallback. Hexera is the assistant identity the user talks to in the browser; meshpipeline is the Python distribution that implements it. The docs describe five shipped engines.
It is under active development and versioned v0.1 in the README: expect rough edges and breaking changes without notice, and not every path has been proven end to end, so treat what it produces as provisional and verify anything relied on. Version 1.0 is defined in the README as a release worth charging for, one whose results a stranger could rely on without checking the work, and Hexera is not there yet.
Recurring errors it addresses
Error Index entries this tool is built to reduce or work around.
Sources
Not verified
- License (no LICENSE file in the repo and no license stated in the README; the catalog's source-available label is unverified)
- Pricing (none stated on the repo)
- Real user voices (the repo has no public issues)
- Standalone website (repo only)
- Alternatives (no other autonomous meshing tool verified in the shipped set or this batch)
Last verified November 6, 2026. Listings are informational. The evidence score measures public, verifiable evidence and is not an endorsement or a compatibility claim.