Label your agent steps

Temporal’s UserMetadata features improve observability for agentic workflows by adding meaningful labels to reusable Activities, Workflows, and Timers without requiring custom activity names. Using a coding-agent example that repeatedly plans changes, edits files, runs tests, evaluates results, and waits for CI, the post shows how Activity summaries make Temporal’s Timeline and Compact History views easier to scan and diagnose, especially when workflows fail or follow adaptive recovery paths. Workflow metadata includes immutable static summaries for short labels, immutable static details for larger startup information such as model settings and task configuration, and mutable current details for reporting a workflow’s live progress while it is running. Timer summaries can similarly explain why a workflow is paused, such as waiting for CI results. These metadata capabilities are available across Temporal’s Go, Python, TypeScript, Java, .NET, PHP, and Ruby SDKs.

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