Reliability regression
app_list_files failures increased
3.8% now vs 0.0% previously across 53 calls; NotFound is the leading code.
Inspect recent failures, then check the tool handler and upstream dependency logs.
InvestigateFind 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
53
p50 latency
124 ms
p95 latency
869 ms
Tool failures
3.8%
No result
0.0%
Calls / turn
1.9
Material regressions ranked by severity and affected call volume.
Reliability regression
3.8% now vs 0.0% previously across 53 calls; NotFound is the leading code.
Inspect recent failures, then check the tool handler and upstream dependency logs.
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 |
|---|---|---|---|---|---|
| app_list_files | 53+308% vs prior | 124 ms+19% vs prior | 869 ms-49% vs prior | 3.8%+3.8 pts vs prior | 0.0%No change vs prior |
Operational failures only; NoResults is excluded.
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_wXP…
Turn sequence
14 of 31
Turn state
Completed
Outcome
Success
Thread
ed7becf5…
Tool call
call_Vh4…
Turn sequence
19 of 31
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_eLg…
Turn sequence
2 of 41
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_VDh…
Turn sequence
8 of 24
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_mm5…
Turn sequence
12 of 24
Turn state
Completed
Outcome
Success
Thread
dae0a154…
Tool call
call_PtW…
Turn sequence
3 of 36
Turn state
Completed
Outcome
Success
Thread
dae0a154…
Tool call
call_4Fo…
Turn sequence
5 of 36
Turn state
Completed
Outcome
Success
Thread
dae0a154…
Tool call
call_QBX…
Turn sequence
7 of 36
Turn state
Completed
Outcome
Success
Thread
d41e378a…
Tool call
call_SVs…
Turn sequence
7 of 29
Turn state
Completed
Outcome
Success
Thread
d41e378a…
Tool call
call_kOM…
Turn sequence
25 of 29
Turn state
Completed
Outcome
Success
Thread
b9ce5727…
Tool call
chatcmpl…
Turn sequence
1 of 24
Turn state
Completed
Outcome
Incomplete
Thread
20a1bcaf…
Tool call
call_sLP…
Turn sequence
6 of 8
Turn state
Incomplete
Outcome
Success
Thread
1a4e54dc…
Tool call
call_vek…
Turn sequence
7 of 26
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_ksC…
Turn sequence
5 of 48
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_QfX…
Turn sequence
7 of 48
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_HND…
Turn sequence
8 of 48
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
chatcmpl…
Turn sequence
10 of 15
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
chatcmpl…
Turn sequence
11 of 15
Turn state
Completed
Outcome
Success
Thread
1a4e54dc…
Tool call
chatcmpl…
Turn sequence
14 of 15
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_2nK…
Turn sequence
17 of 23
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_QkF…
Turn sequence
18 of 23
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_Wo9…
Turn sequence
4 of 24
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_DuX…
Turn sequence
5 of 24
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_KCx…
Turn sequence
7 of 24
Turn state
Completed