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
83
p50 latency
98 ms
p95 latency
959 ms
Tool failures
0.0%
No result
0.0%
Calls / turn
5.2
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_read_file | 83+168% vs prior | 98 msNo prior timing | 959 msNo prior timing | 0.0%-3.2 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
b462a2a2…
Tool call
call_9fQ…
Turn sequence
1 of 4
Turn state
Completed
Outcome
Success
Thread
b462a2a2…
Tool call
call_W1g…
Turn sequence
2 of 4
Turn state
Completed
Outcome
Success
Thread
de203492…
Tool call
call_1J2…
Turn sequence
1 of 6
Turn state
Completed
Outcome
Success
Thread
de203492…
Tool call
call_2m7…
Turn sequence
2 of 6
Turn state
Completed
Outcome
Success
Thread
582bd8f4…
Tool call
call_LP3…
Turn sequence
1 of 9
Turn state
Completed
Outcome
Success
Thread
582bd8f4…
Tool call
call_Nmh…
Turn sequence
3 of 9
Turn state
Completed
Outcome
Success
Thread
582bd8f4…
Tool call
call_AMb…
Turn sequence
4 of 9
Turn state
Completed
Outcome
Success
Thread
582bd8f4…
Tool call
call_Qxc…
Turn sequence
5 of 9
Turn state
Completed
Outcome
Success
Thread
582bd8f4…
Tool call
call_WIY…
Turn sequence
6 of 9
Turn state
Completed
Outcome
Success
Thread
28ab5468…
Tool call
call_r13…
Turn sequence
2 of 11
Turn state
Completed
Outcome
Success
Thread
28ab5468…
Tool call
call_idg…
Turn sequence
5 of 11
Turn state
Completed
Outcome
Success
Thread
28ab5468…
Tool call
call_n2C…
Turn sequence
6 of 11
Turn state
Completed
Outcome
Success
Thread
28ab5468…
Tool call
call_cPU…
Turn sequence
7 of 11
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_4xF…
Turn sequence
5 of 14
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_j6F…
Turn sequence
7 of 14
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_dPe…
Turn sequence
8 of 14
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_a7e…
Turn sequence
10 of 14
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_bR5…
Turn sequence
12 of 14
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_B5v…
Turn sequence
13 of 14
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_gk3…
Turn sequence
14 of 14
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_Q2k…
Turn sequence
1 of 11
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_IrO…
Turn sequence
2 of 11
Turn state
Completed
Outcome
Success
Thread
1ab2ebd7…
Tool call
call_QpB…
Turn sequence
3 of 19
Turn state
Completed
Outcome
Success
Thread
1ab2ebd7…
Tool call
call_iSh…
Turn sequence
4 of 19
Turn state
Completed
