Our tooling has two tracks. Internal tools remain private while they provide active research advantage; some may become public once the risk is lower and the interface is stable. Open-source releases are the parts we can safely share now: harnesses, linters, replay utilities, and small pieces that fit into other labs' workflows.

## In-house

## Open source

// Internal tools are research-grade systems, not commercial products. Open-source tools are published as-is under the listed license. Access, collaboration, and contribution inquiries: /contact .