01
infinite loop
DETECT
the agent is repeating itself and going nowhere.
CAUGHT
on loop_detected → steer
MITIGATE
summarize where it got to, try a new approach.
the reliability layer for autonomous agents: see every failure, stop it in realtime.
The audits are the part that changed how we operate.
observe every run, find where agents fail, ship a policy, and enforce it in realtime.
every prompt, tool call and result, traced live and replayable.



failures cluster themselves into named modes, so the pattern surfaces on its own.


take a built-in policy or write your own.





the bad action never runs, and the agent gets steered to what to do instead.



tells you what you need to see without hunting for signals
a model judges what a regex can’t.
flags frustrated or angry users.
drafted from what your agents actually did.
your agent works with your failproof data.
alerts post to your team’s channel.
hermes
openclaw
goose
langgraph$0 forever
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