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Sentinel watches your systems. It catches problems before they become failures, logs every error as a lesson, and attempts self-healing before escalating. It’s the agent that runs in the background so every other agent can run cleanly.

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What Sentinel monitors

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Error handling

When Sentinel detects a problem:
  1. Attempt self-healing — retry with backoff, re-auth, clear cache
  2. Log the lesson — store what broke and how to prevent it next time
  3. Alert if unresolved — Slack message or email to the configured recipient
Sentinel never escalates without first attempting a fix.

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Lessons logging

Every error Sentinel catches becomes a lessons-system entry:
Next run, Sentinel checks for its own lessons first and applies them before starting any task.

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Alerting

Sentinel sends alerts via connected channels when critical thresholds are hit:
  • Slack — message to your configured #alerts channel
  • Email — via Gmail or Brevo to your notification address
  • Threshold examples — API error rate > 10%, auth token expired, uptime < 99.5%

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Self-improvement over time

Sentinel is the primary contributor to the lessons system. Over weeks of operation, the lessons database accumulates a complete picture of every failure mode in your configuration — and the fix for each one. The entire Ultron agent team benefits from what Sentinel learns.