Find slow, failing, and repetitive agent tools without exposing prompts, arguments, or outputs.
Detailed production timing active
6101 of 6166 saved tool calls include execution duration.
Tool calls
52
p50 latency
1.0 min
p95 latency
1.1 min
Tool failures
0.0%
No result
0.0%
Calls / turn
1.8
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
309 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 |
|---|---|---|---|---|---|
| run_flow | 52+767% vs prior | 1.0 min+34% vs prior | 1.1 min+17% 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_l2Z…
Turn sequence
27 of 27
Turn state
Completed
Outcome
Success
Thread
ed7becf5…
Tool call
call_EbA…
Turn sequence
28 of 31
Turn state
Completed
Outcome
Success
Thread
ed7becf5…
Tool call
call_VuT…
Turn sequence
31 of 31
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_TVP…
Turn sequence
9 of 9
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_xRa…
Turn sequence
36 of 40
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_Lx2…
Turn sequence
40 of 40
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_lx9…
Turn sequence
7 of 10
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_eFN…
Turn sequence
3 of 3
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_VGP…
Turn sequence
24 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_ssW…
Turn sequence
27 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_YIb…
Turn sequence
29 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_bT8…
Turn sequence
34 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_DkI…
Turn sequence
2 of 5
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_F7L…
Turn sequence
5 of 5
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_0wH…
Turn sequence
3 of 3
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_9lm…
Turn sequence
23 of 23
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_l26…
Turn sequence
7 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_tuI…
Turn sequence
10 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_jNR…
Turn sequence
12 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_BgS…
Turn sequence
16 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_Q1W…
Turn sequence
22 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_uKs…
Turn sequence
4 of 6
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_6BG…
Turn sequence
6 of 6
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_ZTD…
Turn sequence
3 of 3
Turn state
Completed
