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Manage local agent deployments and inspect traces
Import a local Agents SDK project, inspect entrypoints and dependencies, create a local deployment record, and inspect logs, traces, and container state.
Goal
Import a local Agents SDK project, inspect entrypoints and dependencies, create a local deployment record, and inspect logs, traces, and container state.
Steps
- Run
make runand import a test project into the local control panel. [src-openai-operate-local-agent-deployments-and-inspect-traces] - Inspect dependencies, environment variables, and sandbox use, then create a local deployment record. [src-openai-operate-local-agent-deployments-and-inspect-traces]
- Review logs, traces, and Docker labels from the deployment page; stop the test container afterward. [src-openai-operate-local-agent-deployments-and-inspect-traces]
How to verify
Confirm entrypoints are detected, the deployment record maps to its container, logs/traces are viewable, and stop terminates the test container.
Troubleshooting
If a container is unmapped, inspect `agents-sdk.*` labels and local state; if the panel is network-accessible, stop it and restore loopback binding.
Permissions
Prerequisites
- uv, npm, Docker for the default target, and a local Agents SDK test project; open `127.0.0.1:8732`.
Permissions
- The panel can build/start/stop Docker containers and mounts the Docker socket; keep it local and do not expose it publicly.
Limitations
This is a local demo control panel, not an isolated multi-tenant production deployment service.
Pinned upstream source
- Repository
- openai/openai-cookbook
- File path
- examples/agents_sdk/deployment_manager/README.md
- Pinned commit
5bd6cb40b6b84b69b2032d810610aa85064102df- Source checked
- 2026-10-14 · Reviewed against the pinned upstream source
Repository metrics
These values describe the upstream repository, not popularity or likes for an individual skill or playbook.
- Stars
- Not collected
- Forks
- Not collected
- Observed at
- Not collected
No metrics snapshot is available yet.
License: MIT
Main topic
Take a coding Agent change from context to verification