More control over agent runs

Agent runs are the shortest path from issue to diff. Assign a task to the Plinth agent and it works in an isolated environment to write and test the change before opening a pull request.

We are adding more control over how each run behaves, from its environment to the models behind it.

Adaptive routing

Save time and credits by routing simpler tasks to a faster model while keeping the default reasoning model for complex work. If a task needs more than expected, restart the run on the default model and keep the original pull request for reference.

Environment secrets

Runs can now read environment secrets during setup, so they can fetch private dependencies and other configuration safely.

Bring-your-own models

Runs now support self-hosted models. Workspace admins choose which models are available from Agent settings.