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Dev.to
Dev.to
7/20/2026
The original title is: "Configuring OpenClaw's Model Fallback Chain: Lessons from a 3 AM Agent Outage"

The original title is: "Configuring OpenClaw's Model Fallback Chain: Lessons from a 3 AM Agent Outage"

Original: My OpenClaw Agent Had a Panic Attack at 3 AM. Its Model Fallback Chain Saved It

Short summary

A developer shares a real incident where their OpenClaw agent stalled for 33 minutes after a primary model 503, and explains how to configure per-call model fallback chains to prevent silent failures. Key settings include maxRetries, retryDelayMs, and timeoutMs — aggressive values prevent long outages during overnight runs. The author also recommends logging fallback events and setting up alerts so you know when your agent is running degraded.

  • OpenClaw's fallback chain retries per-call, not per-session, preserving context across model switches
  • Misconfigured retry delays (5s × 5 retries) caused a 33-minute stall; aggressive settings (1s × 2 retries) fixed it
  • Log and alert on fallback events to detect unstable primary models early

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