1
Verify the likely cause
Track normalized tool calls in state, branch after repeated failures and enforce per-tool plus global step limits outside the model.
FULL AI ANALYSIS
AI agent repeats the same tool call until timeout
Generated Sep 27, 2026, 11:55:04 AM
Analysis summary
The reported behaviour is consistent with the graph state has no deterministic loop guard or record of equivalent failed actions. The safest next step is to verify that hypothesis with a reversible test before making permanent configuration changes.
Possible causes
The graph state has no deterministic loop guard or record of equivalent failed actions.
73%A recent software, firmware or configuration change is exposing an existing compatibility issue.
41%Suggested fixes
2
Validate and monitor
Reproduce the issue once after the change, review relevant logs or metrics, and keep a rollback path until the system has remained stable.