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
37
p50 latency
164 ms
p95 latency
507 ms
Tool failures
0.0%
No result
0.0%
Calls / turn
2.2
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 |
|---|---|---|---|---|---|
| query_mentioned_document | 37-63% vs prior | 164 msNo prior timing | 507 msNo prior timing | 0.0%-15.0 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
c1ea98f7…
Tool call
call_Do0…
Turn sequence
9 of 9
Turn state
Completed
Outcome
Success
Thread
c395a2e5…
Tool call
call_cC0…
Turn sequence
7 of 7
Turn state
Completed
Outcome
Success
Thread
f6342761…
Tool call
toolu_01…
Turn sequence
1 of 3
Turn state
Completed
Outcome
Success
Thread
057b75a0…
Tool call
toolu_01…
Turn sequence
1 of 12
Turn state
Completed
Outcome
Success
Thread
ab8528c5…
Tool call
toolu_01…
Turn sequence
1 of 1
Turn state
Completed
Outcome
Success
Thread
41719558…
Tool call
call_5DK…
Turn sequence
1 of 3
Turn state
Completed
Outcome
Success
Thread
41719558…
Tool call
call_InI…
Turn sequence
2 of 3
Turn state
Completed
Outcome
Success
Thread
4c56afbc…
Tool call
call_3Kw…
Turn sequence
6 of 11
Turn state
Completed
Outcome
Success
Thread
044f7884…
Tool call
call_vQ8…
Turn sequence
5 of 18
Turn state
Completed
Outcome
Success
Thread
044f7884…
Tool call
call_PbV…
Turn sequence
6 of 18
Turn state
Completed
Outcome
Success
Thread
044f7884…
Tool call
call_6kH…
Turn sequence
10 of 18
Turn state
Completed
Outcome
Success
Thread
c1ea98f7…
Tool call
call_QNM…
Turn sequence
16 of 30
Turn state
Completed
Outcome
Success
Thread
6ef49cff…
Tool call
call_fgT…
Turn sequence
1 of 6
Turn state
Completed
Outcome
Success
Thread
1765bb64…
Tool call
call_c9f…
Turn sequence
6 of 20
Turn state
Completed
Outcome
Success
Thread
1765bb64…
Tool call
call_UXT…
Turn sequence
20 of 20
Turn state
Completed
Outcome
Success
Thread
813d04aa…
Tool call
call_3TE…
Turn sequence
7 of 14
Turn state
Completed
Outcome
Success
Thread
813d04aa…
Tool call
call_rAu…
Turn sequence
8 of 14
Turn state
Completed
Outcome
Success
Thread
813d04aa…
Tool call
call_G9V…
Turn sequence
11 of 14
Turn state
Completed
Outcome
Success
Thread
562421d5…
Tool call
call_RYU…
Turn sequence
5 of 17
Turn state
Completed
Outcome
Success
Thread
562421d5…
Tool call
call_YjJ…
Turn sequence
6 of 17
Turn state
Completed
Outcome
Success
Thread
562421d5…
Tool call
call_F5w…
Turn sequence
7 of 17
Turn state
Completed
Outcome
Success
Thread
f5d38ce1…
Tool call
call_Yj8…
Turn sequence
5 of 28
Turn state
Completed
Outcome
Success
Thread
f5d38ce1…
Tool call
call_mMn…
Turn sequence
9 of 28
Turn state
Completed
Outcome
Success
Thread
f5d38ce1…
Tool call
call_MF6…
Turn sequence
18 of 28
Turn state
Completed
