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What Monitoring includes

  • Logs — Detailed, structured runtime messages.
  • Traces — Step‑by‑step paths with timing across Nodes.
  • Metrics — Quantitative indicators (counts, durations, error rates).

How you’ll use it

  • Inspect an Execution to see its logs and trace waterfall.
  • Drill from an erroring Node into its Action context.
  • Compare metrics across Deploys to validate improvements.

Current focus

  • Consistent event schemas across Actions/Flows.
  • Lightweight log ingestion with contextual fields (Node, Project, Execution).
  • Trace propagation through Agent tool calls.

Known limitations (while in progress)

  • Partial cross‑Project stitching if an API calls another Project.
  • Limited custom dashboards (predefined views first).

Next steps

  • Correlation IDs surfaced at API edges.
  • Custom dimensions and filters for logs/metrics.
  • Export hooks for shipping telemetry to external sinks.
tip: Log with intent — Emit concise, structured logs that capture what happened and why—future you will thank present you.
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