Agent loop pressure
More turns are using five or more tools
100.0% now vs 0.0% previously (1 turns).
Inspect the affected turn sequences for repeated or avoidable tool selection.
InvestigateFind slow, failing, and repetitive agent tools without exposing prompts, arguments, or outputs.
Detailed production timing active
6058 of 6123 saved tool calls include execution duration.
Tool calls
1
p50 latency
625 ms
p95 latency
625 ms
Tool failures
0.0%
No result
0.0%
Calls / turn
1.0
Material regressions ranked by severity and affected call volume.
Agent loop pressure
100.0% now vs 0.0% previously (1 turns).
Inspect the affected turn sequences for repeated or avoidable tool selection.
InvestigateRegression checks require at least 3 calls in both windows. Latency is flagged at +20%; failure and no-result rates are flagged at +1 and +3 points respectively.
Successful calls, no-results, and failures combined.
How often results exceed the 20 KB inline cap.
5.0%
handle rows / all calls
307 stored handles in this period. This is a payload-size proxy, not a one-to-one call classification.
Each change is measured against the previous equal window; latency appears only where detailed timing exists.
| Tool | Calls | p50 | p95 | Failures | No result |
|---|---|---|---|---|---|
| manage_sharing | 1-80% vs prior | 625 ms+63% vs prior | 625 ms-52% vs prior | 0.0%-20.0 pts vs prior | 0.0%No change vs prior |
Operational failures only; NoResults is excluded.
No operational failures
in the selected view
The data has known edges that change what a chart means.
Arguments, outputs, user IDs, and message content are never rendered.
Outcome
Success
Thread
3ed32d55…
Tool call
call_62y…
Turn sequence
6 of 29
Turn state
Completed