Dev.to
7/26/2026

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
Generated with AI, which can make mistakes.
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