Instrument one path
Report a heartbeat and a run lifecycle. Add spans around the calls you need to debug rather than shipping raw prompts or secrets.
ENGINEERING TEAMS
Instrument Python, Node.js, and HTTP agents with reported activity, outcome review, and explicit control points.

AN EXAMPLE WORKFLOW
Your agent already has a runtime and tools. Add the operational record that helps the people supporting it understand failures, review outputs, and control integrated actions.
Report a heartbeat and a run lifecycle. Add spans around the calls you need to debug rather than shipping raw prompts or secrets.
Trigger a controlled failure in your own test environment. Confirm that the reported step history gives a reviewer enough context to investigate.
Add checkpoints and one guarded action. Verify the waiting, rejected, approved, and runner-acknowledged states before expanding the integration.
Local · cloud · scheduled
Activity · incidents · outcomes
Review · approve · investigate
Handle the decision at a checkpoint
Measure the completeness of reported runs, time to locate a failed step, and coverage of consequential actions by guards. Cost data is only as complete as your reporting.
Explore the relevant capability →START WITH ONE WORKFLOW
Connect the agent you already run. Build confidence from the work you can actually review.