Hephaestus
Orchestrating the wet-lab / dry-lab loop.
Hephaestus is the backbone that turns experiments into versioned, auditable runs — connecting models, compute, and outcomes so every result can be traced and repeated.
Model registry
A versioned registry of 52 validated models with standardised schemas. New models can be registered and discovered, so the right tool is always addressable — and every design records exactly which model version produced it.
Reproducibility, as a feature
Every run is versioned and logged. Each design links its parameters, model versions, inputs, and outcomes into a single audit trail — so a result can be inspected, explained, and reproduced later. Reproducibility here is an engineered property of the pipeline, not a slogan.
Execution
Hephaestus handles workflow submission, resource allocation, retries, and monitoring across the wet-lab/dry-lab loop — so long-running jobs are managed reliably and their state is always visible.