Open source · Independent project

Containers

Portable environment and rollout infrastructure for research systems. Containers owns execution, lifecycle, policy, streams, traces, usage, and capacity. It does not own optimizer campaigns, candidate selection, or GEPA/SFT product semantics.

• Python, CLI, and HTTP entry points for building, validating, and running environments.
• Rollouts, events, traces, and artifacts with inspectable identity.
• Environment QA and debugging without assuming a Synth account.
• Workshop, Intern, and Managed Research are consumers. This project is the contract.