03 · ImproveComing soon

Incident Agent

Maintain reliability in production

Incident Agent closes the loop. It runs continuously in production, scoring live traces against your eval criteria, and triggers the rest of the Mutagent loop the moment quality drifts.

A regression in tool selection? Incident Agent kicks off Diagnose, Mutate, and Evaluate, opens a pull request with the fix, and pings you when the change is ready to merge. You stop being on-call for prompt regressions.

What it does

  • Continuous scoring of production traces against eval criteria
  • Drift detection per eval, per cohort, per model
  • Automatic kickoff of Diagnose → Mutate → Evaluate when thresholds slip
  • Posts to Slack with the diff, the evidence, and the merge button
  • Per-environment policies — soft alerts in staging, auto-PR in prod

Inputs

  • Live production telemetry
  • Eval thresholds
  • Routing policies

Outputs

  • Drift alerts
  • Auto-generated pull requests
  • Slack notifications

Works with

DatadogDatadog
OpenTelemetryOpenTelemetry
SlackSlack
GitHubGitHub

Get early access to Incident Agent

Join the early-access list and we will reach out the moment this agent ships.

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