Reliability regression
get_page_layout failures increased
52.9% now vs 43.8% previously across 34 calls; Unknown 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
6058 of 6123 saved tool calls include execution duration.
Tool calls
34
p50 latency
106 ms
p95 latency
303 ms
Tool failures
52.9%
No result
0.0%
Calls / turn
1.8
Material regressions ranked by severity and affected call volume.
Reliability regression
52.9% now vs 43.8% previously across 34 calls; Unknown 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
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 |
|---|---|---|---|---|---|
| get_page_layout | 34+6% vs prior | 106 ms-45% vs prior | 303 ms+1% vs prior | 52.9%+9.2 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
Unknown
Thread
91821b64…
Tool call
chatcmpl…
Turn sequence
1 of 15
Turn state
Completed
Outcome
Unknown
Thread
91821b64…
Tool call
chatcmpl…
Turn sequence
3 of 15
Turn state
Completed
Outcome
Success
Thread
91821b64…
Tool call
chatcmpl…
Turn sequence
6 of 15
Turn state
Completed
Outcome
Unknown
Thread
50ac87df…
Tool call
call_NaG…
Turn sequence
1 of 2
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_WtR…
Turn sequence
2 of 2
Turn state
Completed
Outcome
Unknown
Thread
50ac87df…
Tool call
call_G2G…
Turn sequence
2 of 4
Turn state
Completed
Outcome
Unknown
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
2 of 17
Turn state
Completed
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
4 of 17
Turn state
Completed
Outcome
Success
Thread
09a6f0d4…
Tool call
call_4Ua…
Turn sequence
7 of 58
Turn state
Completed
Outcome
Unknown
Thread
d7e232c7…
Tool call
call_kRu…
Turn sequence
15 of 70
Turn state
Completed
Outcome
Success
Thread
d7e232c7…
Tool call
call_Vw5…
Turn sequence
25 of 70
Turn state
Completed
Outcome
Unknown
Thread
bf677805…
Tool call
chatcmpl…
Turn sequence
11 of 20
Turn state
Completed
Outcome
Success
Thread
bf677805…
Tool call
chatcmpl…
Turn sequence
12 of 20
Turn state
Completed
Outcome
Unknown
Thread
10f9fa7b…
Tool call
call_trK…
Turn sequence
5 of 5
Turn state
Completed
Outcome
Unknown
Thread
d85df539…
Tool call
chatcmpl…
Turn sequence
3 of 12
Turn state
Completed
Outcome
Success
Thread
d85df539…
Tool call
chatcmpl…
Turn sequence
5 of 12
Turn state
Completed
Outcome
Incomplete
Thread
921b777f…
Tool call
chatcmpl…
Turn sequence
1 of 11
Turn state
Incomplete
Outcome
Incomplete
Thread
921b777f…
Tool call
chatcmpl…
Turn sequence
3 of 11
Turn state
Incomplete
Outcome
Success
Thread
913d4f54…
Tool call
chatcmpl…
Turn sequence
11 of 15
Turn state
Completed
Outcome
Unknown
Thread
913d4f54…
Tool call
chatcmpl…
Turn sequence
1 of 4
Turn state
Completed
Outcome
Success
Thread
913d4f54…
Tool call
chatcmpl…
Turn sequence
2 of 4
Turn state
Completed
Outcome
Unknown
Thread
e1179f50…
Tool call
chatcmpl…
Turn sequence
3 of 12
Turn state
Completed
Outcome
Success
Thread
e1179f50…
Tool call
chatcmpl…
Turn sequence
6 of 12
Turn state
Completed
Outcome
Unknown
Thread
94d1ea5b…
Tool call
chatcmpl…
Turn sequence
3 of 5
Turn state
Completed