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Talon

Monitoring and Incident Response

Talon watches your logs and metrics. When something breaks, it automatically gathers context: recent deploys, related PRs, relevant runbook entries. Your team gets an actionable incident summary instead of a raw alert — with suggested next steps.

How it works

Section titled “How it works”
  1. Monitors log streams and metric endpoints via webhooks or polling
  2. Detects anomalies based on configured thresholds or pattern changes
  3. On alert: queries recent deployments from GitHub or CI
  4. Pulls related PRs and recent code changes from the relevant time window
  5. Searches runbooks and past incident notes for similar issues
  6. Compiles an incident brief: what happened, what changed, what to try first
  7. Sends to on-call channel with @mentions
  8. Tracks incident timeline and resolution for post-mortem reference

What you need

Section titled “What you need”
  • Webhook ingestion or polling schedule (for log and metric streams)
  • GitHub MCP (for querying deploys and PRs)
  • Scheduling (for polling-based monitoring)
  • Memory system (for storing past incident history and runbooks)
  • Channel connector (Slack, PagerDuty, or Telegram for on-call alerts)