Free local preflight

Check if your AI agent is looping.

Paste JSON, JSONL, or a list of agent events. CAUM Loop Check runs in your browser and looks for structural cycles, repeated tool patterns, identity stalls, and token/cost burn without reading semantic content.

local preflight zero upload observe-only not a truth score

Paste an agent trace

Use JSON array, JSONL rows, or an object with events/steps/tasks.

This free check runs locally in the browser. For a saved receipt, upload through CAUM Receipt or connect CAUM Live.

Common loop checks

Focused pages for common agent workflows and search terms.