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
16
p50 latency
129 ms
p95 latency
400 ms
Tool failures
0.0%
No result
0.0%
Calls / turn
1.2
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_typecheck | 16+167% vs prior | 129 msNo prior timing | 400 msNo 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
de203492…
Tool call
call_KiR…
Turn sequence
6 of 6
Turn state
Completed
Outcome
Success
Thread
582bd8f4…
Tool call
call_1Fx…
Turn sequence
9 of 9
Turn state
Completed
Outcome
Success
Thread
28ab5468…
Tool call
call_APX…
Turn sequence
10 of 11
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_QSN…
Turn sequence
11 of 11
Turn state
Completed
Outcome
Success
Thread
1ab2ebd7…
Tool call
call_ERT…
Turn sequence
18 of 19
Turn state
Completed
Outcome
Success
Thread
cca85bae…
Tool call
call_IDg…
Turn sequence
12 of 14
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_BAX…
Turn sequence
13 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_UMl…
Turn sequence
16 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_Q3V…
Turn sequence
20 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_yI0…
Turn sequence
12 of 13
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_vBc…
Turn sequence
26 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_EiF…
Turn sequence
38 of 39
Turn state
Completed
Outcome
Success
Thread
2d1997bc…
Tool call
call_HSx…
Turn sequence
5 of 6
Turn state
Completed
Outcome
Success
Thread
2d1997bc…
Tool call
call_GWO…
Turn sequence
26 of 27
Turn state
Completed
Outcome
Success
Thread
66970855…
Tool call
call_tyr…
Turn sequence
15 of 15
Turn state
Completed
Outcome
Success
Thread
fb5e59c8…
Tool call
call_GGC…
Turn sequence
11 of 11
Turn state
Completed
