Reliability regression
update_database_view failures increased
40.0% now vs 0.0% previously across 10 calls; InvalidArguments 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
10
p50 latency
387 ms
p95 latency
767 ms
Tool failures
40.0%
No result
0.0%
Calls / turn
1.7
Material regressions ranked by severity and affected call volume.
Reliability regression
40.0% now vs 0.0% previously across 10 calls; InvalidArguments 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 |
|---|---|---|---|---|---|
| update_database_view | 10+25% vs prior | 387 ms-35% vs prior | 767 ms+19% vs prior | 40.0%+40.0 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
InvalidArguments
Thread
50ac87df…
Tool call
call_k9k…
Turn sequence
2 of 4
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_mVY…
Turn sequence
4 of 4
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_tRE…
Turn sequence
4 of 5
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_iW5…
Turn sequence
2 of 4
Turn state
Completed
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
1 of 1
Turn state
Completed
Outcome
InvalidArguments
Thread
215345f3…
Tool call
chatcmpl…
Turn sequence
2 of 38
Turn state
Completed
Outcome
Success
Thread
215345f3…
Tool call
chatcmpl…
Turn sequence
3 of 38
Turn state
Completed
Outcome
InvalidArguments
Thread
10f9fa7b…
Tool call
call_x67…
Turn sequence
6 of 10
Turn state
Completed
Outcome
InvalidArguments
Thread
10f9fa7b…
Tool call
call_eDO…
Turn sequence
9 of 10
Turn state
Completed
Outcome
Success
Thread
10f9fa7b…
Tool call
call_G25…
Turn sequence
10 of 10
Turn state
Completed