Find repeated tool failures in an AI agent trace

Created by

First Rate

Actor

Agent Retry Loop Auditor

Cluster repeated failure signatures, error streaks, terminal failures, and recovery transitions in an AI-agent trace.

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Agent Retry Loop Auditorfirstrate/agent-retry-loop-auditor

Trace

Errors

Exact retries

Repeated failure clusters

+4 fields

Input

Traces

traceId:failure-cluster

spans

Repeated failure threshold:2

Output fields

Trace

Errors

Exact retries

Repeated failure clusters

Longest streak

Terminal failure

Failure pressure

Replay experiments

How it works

Sign up on Apify or log in

The Agent Retry Loop Auditor Actor is ready to run with the inputs already set for "Find repeated tool failures in an AI agent trace". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Find repeated tool failures in an AI agent trace" task

The Agent Retry Loop Auditor Actor will start running based on the input automatically. You can also change all the input fields, like traces and repeated failure threshold, to match your specific use case.

Receive the "Find repeated tool failures in an AI agent trace" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as trace, errors, exact retries, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Find repeated tool failures in an AI agent trace" task via API.