Find slow, failing, and repetitive agent tools without exposing prompts, arguments, or outputs.
Detailed production timing active
495 of 570 saved tool calls include execution duration.
Tool calls
24
p50 latency
870 ms
p95 latency
1.1 s
Tool failures
0.0%
No result
0.0%
Calls / turn
3.4
Material regressions ranked by severity and affected call volume.
Stable against baseline
Tools with enough activity were checked for higher failure rates, available p95 latency regressions, more no-results, and increased loop pressure.
Review the tool comparison for absolute hotspots that may still need a product threshold.
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.
Unavailable
handle rows / all calls
The handle store could not be read with the current credentials.
Each change is measured against the previous equal window; latency appears only where detailed timing exists.
| Tool | Calls | p50 | p95 | Failures | No result |
|---|---|---|---|---|---|
| app_edit_file | 24+500% vs prior | 870 msNo prior timing | 1.1 sNo prior timing | 0.0%No change 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
b462a2a2…
Tool call
call_NMq…
Turn sequence
3 of 4
Turn state
Completed
Outcome
Success
Thread
b462a2a2…
Tool call
call_Nsy…
Turn sequence
4 of 4
Turn state
Completed
Outcome
Success
Thread
de203492…
Tool call
call_e0B…
Turn sequence
3 of 6
Turn state
Completed
Outcome
Success
Thread
de203492…
Tool call
call_mEI…
Turn sequence
4 of 6
Turn state
Completed
Outcome
Success
Thread
582bd8f4…
Tool call
call_e9f…
Turn sequence
7 of 9
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_TYA…
Turn sequence
4 of 11
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_H4R…
Turn sequence
5 of 11
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_Kgh…
Turn sequence
6 of 11
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_aFx…
Turn sequence
7 of 11
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_pme…
Turn sequence
8 of 11
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_5di…
Turn sequence
10 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_JRE…
Turn sequence
11 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_Z9v…
Turn sequence
15 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_9X1…
Turn sequence
19 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_FGA…
Turn sequence
10 of 13
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_8G1…
Turn sequence
11 of 13
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_O86…
Turn sequence
23 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_m7t…
Turn sequence
29 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_Nuw…
Turn sequence
30 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_7Qq…
Turn sequence
31 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_FD0…
Turn sequence
32 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_iUD…
Turn sequence
33 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_3HO…
Turn sequence
35 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_vwG…
Turn sequence
37 of 39
Turn state
Completed
