Find slow, failing, and repetitive agent tools without exposing prompts, arguments, or outputs.
Detailed production timing active
6058 of 6123 saved tool calls include execution duration.
Tool calls
197
p50 latency
155 ms
p95 latency
20 s
Tool failures
0.0%
No result
0.0%
Calls / turn
1.5
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.
5.0%
handle rows / all calls
307 stored handles in this period. This is a payload-size proxy, not a one-to-one call classification.
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 | 197+37% vs prior | 155 ms-4% vs prior | 20 sNo change vs prior | 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
ed7becf5…
Tool call
call_g8Q…
Turn sequence
27 of 29
Turn state
Completed
Outcome
Success
Thread
ed7becf5…
Tool call
call_ota…
Turn sequence
24 of 27
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_Vdo…
Turn sequence
26 of 41
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_fGY…
Turn sequence
40 of 41
Turn state
Completed
Outcome
Success
Thread
dae0a154…
Tool call
call_pxR…
Turn sequence
28 of 36
Turn state
Completed
Outcome
Success
Thread
dae0a154…
Tool call
call_ktJ…
Turn sequence
34 of 36
Turn state
Completed
Outcome
Success
Thread
d41e378a…
Tool call
call_An3…
Turn sequence
26 of 29
Turn state
Completed
Outcome
Success
Thread
b9ce5727…
Tool call
chatcmpl…
Turn sequence
15 of 24
Turn state
Completed
Outcome
Success
Thread
b9ce5727…
Tool call
call_8WZ…
Turn sequence
16 of 39
Turn state
Completed
Outcome
Success
Thread
b9ce5727…
Tool call
call_Pfy…
Turn sequence
37 of 39
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_EtD…
Turn sequence
34 of 40
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_3HT…
Turn sequence
16 of 28
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_55b…
Turn sequence
27 of 28
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_cGS…
Turn sequence
21 of 23
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_9xX…
Turn sequence
18 of 20
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_bTF…
Turn sequence
16 of 24
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_pM4…
Turn sequence
22 of 24
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_nPn…
Turn sequence
23 of 24
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_Mv7…
Turn sequence
7 of 13
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_yRr…
Turn sequence
11 of 13
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_tpT…
Turn sequence
25 of 26
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_mf4…
Turn sequence
24 of 28
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_40s…
Turn sequence
28 of 28
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
call_Vx8…
Turn sequence
17 of 18
Turn state
Completed
