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Detect identical retries after AI-agent failures
Created by
First Rate
Find repeated failed tool calls where an agent retries the same input without an observed state change.
Agent Retry Loop Auditorfirstrate/agent-retry-loop-auditor
Trace
Errors
Exact retries
Repeated failure clusters
+4 fieldsTextNumberBooleanListObject
Input
Traces
traceId:identical-retry
spans
Repeated failure threshold:2
Output fields
Trace
Errors
Exact retries
Repeated failure clusters
Longest streak
Terminal failure
Failure pressure
Replay experiments
Sign up on Apify01
Create your Apify account to access the Agent Retry Loop Auditor.
Start the run02
The Actor will start running based on the input automatically.
Receive the output03
Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.
Integrate into your workflow04
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.
