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
17
p50 latency
102 ms
p95 latency
937 ms
Tool failures
0.0%
No result
0.0%
Calls / turn
1.3
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_dev_server_log | 17+183% vs prior | 102 msNo prior timing | 937 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_noQ…
Turn sequence
5 of 6
Turn state
Completed
Outcome
Success
Thread
582bd8f4…
Tool call
call_6Zn…
Turn sequence
8 of 9
Turn state
Completed
Outcome
Success
Thread
28ab5468…
Tool call
call_c62…
Turn sequence
11 of 11
Turn state
Completed
Outcome
Success
Thread
1047785c…
Tool call
call_siu…
Turn sequence
10 of 11
Turn state
Completed
Outcome
Success
Thread
1ab2ebd7…
Tool call
call_iJy…
Turn sequence
19 of 19
Turn state
Completed
Outcome
Success
Thread
cca85bae…
Tool call
call_rhQ…
Turn sequence
13 of 14
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_rjo…
Turn sequence
14 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_RjS…
Turn sequence
18 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_M0l…
Turn sequence
21 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_9pK…
Turn sequence
3 of 13
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_AEj…
Turn sequence
13 of 13
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_lYj…
Turn sequence
25 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_dZF…
Turn sequence
39 of 39
Turn state
Completed
Outcome
Success
Thread
2d1997bc…
Tool call
call_b5E…
Turn sequence
6 of 6
Turn state
Completed
Outcome
Success
Thread
2d1997bc…
Tool call
call_XdO…
Turn sequence
27 of 27
Turn state
Completed
Outcome
Success
Thread
66970855…
Tool call
call_PCD…
Turn sequence
14 of 15
Turn state
Completed
Outcome
Success
Thread
fb5e59c8…
Tool call
call_XR5…
Turn sequence
10 of 11
Turn state
Completed
