Failure clustering
Groups failures by signature, model, host and role.
Start free trialFree trial When agents fail, agnte groups the failures, opens an incident and explains what went wrong with evidence.
agnte incident response watches agent health across the fleet. It clusters failures by signature, model, host and role, raises an incident for each cluster, and investigates it to a root cause backed by evidence, so the same failure does not burn tokens again.
Groups failures by signature, model, host and role.
Each incident is investigated and explained with the logs and events behind it.
Flags an expensive model on light work, or a weak model that keeps failing.
Detects tokens without progress, repeated commands and tool-denied loops.
Source: Live agnte database, 2026-10-12.
A cluster of agent failures that share a signature, model, host or role.
It investigates to a root cause and raises a fix task; platform fixes need your approval to merge.
Yes. Sessions are capped and watched for tokens without progress and repeated commands.
We do not use tracking or advertising cookies. How we handle your data is explained in our privacy policy.