Loops live in the repo
Define goal, create, edit, and improve loops beside the product code they operate on. The filesystem becomes the contract the sandbox can inspect, run, review, and version.
Loop SDK
The Loop SDK gives agent work a source-owned contract. Goals, create/edit/improve loops, integrations, evals, traces, generated artifacts, and edit policy live as files in the repo instead of disappearing into a chat transcript.
openpond-agent build --cwd .
openpond-agent validate --cwd . --json
openpond-agent eval --cwd . --json
openpond-agent run improve --cwd .Define goal, create, edit, and improve loops beside the product code they operate on. The filesystem becomes the contract the sandbox can inspect, run, review, and version.
Wire Slack, Google Drive, Linear, GitHub, and internal APIs through normal project files instead of one-off chat instructions. Setup, permissions, and workflow behavior stay reviewable.
Improvement loops can review chat logs, trace events, failed evals, and user corrections, then turn that evidence into source changes, stronger tests, and clearer operating instructions.