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Dev.to
Dev.to
7/26/2026
The original title is "Building Missio: An Evidence-Bound Remediation Agent with SigNoz"

The original title is "Building Missio: An Evidence-Bound Remediation Agent with SigNoz"

Original: Building Missio: An Evidence-Bound Remediation Agent with SigNoz

Short summary

A detailed build log for Missio, a terminal-based incident remediation agent that chains production signals from SigNoz to source code and opens draft PRs after human approval. The system enforces an evidence-bound workflow: it reconstructs incidents from OpenTelemetry spans, pins the exact deployed Git commit, and only lets the agent reason within verified context. A key lesson was handling the gap between telemetry ingestion and query availability to avoid false negatives.

  • Missio chains SigNoz telemetry to specific Git commits for evidence-bound remediation
  • Agent only reasons within verified context; fails closed if evidence is incomplete
  • Key insight: ingestion acceptance ≠ query availability; bounded retries prevent false negatives

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