Largwit Environments

Hacking tasks with an automatic pass/fail check.

Packaged for reinforcement learning. Available directly or through Prime Intellect.

Largwit Trajectories

Expert solve recordings.

The same challenges, solved by experts on the record. Every command and every reasoning step, as training data for AI agents.

Work with Largwit

AI labs, data companies and AI security teams

Tell us what you're training, evaluating or shipping, and where it falls short.

Security experts and Gulf Arabic speakers

Tell us your field and experience. We're building a vetted bench of contractors.

We reply within two business days.