~/talk

The Agent That Turned On-Call Chaos into a Single Slack Thread

TalkinSpanishat PyCon US 2026 · 2026-05-13..05-19· [ai-assisted-development, devops-and-delivery]
links:none on file
slides:none on file

Describes wiring Datadog, PagerDuty, CloudWatch, Slack, and Linear into Retool Agents and custom Python tools to turn on‑call alert noise into a single Slack thread. The system correlates alerts, metrics, and AWS events into one incident timeline, runs lightweight Python analysis to suggest probable causes, and posts actionable Slack buttons (one‑click rollbacks, workflows) that trigger real rollbacks and create synced Linear followups.

AI-written summary · about

  1. 0:00On-call chaos in Slack
  2. 2:34Automate incident response
  3. 4:23Agent vs scripts
  4. 6:06Live demo: incident agent
  5. 9:00Building agents in Retour
  6. 10:05Agents with natural language
  7. 12:55Agent tools and resources
  8. 15:45Root cause analyzer
  9. 17:30Slack and Linear integration
  10. 18:34Triggering agents
  11. 20:41Reducing on-call burden
  12. 21:44Q&A
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