Design partnerships are open — we embed forward-deployed engineers to build your first environment against a real workload.

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Contribute

Build for the gym. Get paid when it trains.

Every gym consumes environments, verifiers, and demonstrations. Tell us where your depth is; we scope a commission, you build it, and it ships with your name in the lineage.

Build environments

Turn a domain you know into a training environment. It enters the registry as versioned parts.

Write verifiers

Rewards, evaluators, and the tests that catch gaming. The asset that never depreciates.

Demonstrate expertise

Drive an environment yourself. The session becomes imitation data, with provenance.

Port a runtime

One adapter puts a whole class of environments within reach.

01Commissioned, not speculative — scoped and priced before you build

02Attributed — your name travels in the lineage of every run that uses your work

03One bar — it validates against the typed contracts and survives the adversarial pass

Work with us

Know a domain? Make an agent practice it.

Send what you'd build and where your depth is. We'll scope the first commission together.