Latency regression
query_database_data p95 slowed 191%
3.6 s now vs 1.2 s previously across 473 calls.
Open the tool view and inspect the slowest recent calls for a repeatable bottleneck.
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
473
p50 latency
267 ms
p95 latency
3.6 s
Tool failures
8.2%
No result
0.0%
Calls / turn
4.0
Material regressions ranked by severity and affected call volume.
Latency regression
3.6 s now vs 1.2 s previously across 473 calls.
Open the tool view and inspect the slowest recent calls for a repeatable bottleneck.
InvestigateAgent loop pressure
89.7% now vs 75.4% previously (105 turns).
Inspect the affected turn sequences for repeated or avoidable tool selection.
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 |
|---|---|---|---|---|---|
| query_database_data | 473+134% vs prior | 267 msNo change vs prior | 3.6 s+191% vs prior | 8.2%-5.1 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_dci…
Turn sequence
8 of 29
Turn state
Completed
Outcome
InvalidArguments
Thread
ed7becf5…
Tool call
chatcmpl…
Turn sequence
1 of 6
Turn state
Completed
Outcome
Success
Thread
ed7becf5…
Tool call
chatcmpl…
Turn sequence
2 of 6
Turn state
Completed
Outcome
Success
Thread
ed7becf5…
Tool call
chatcmpl…
Turn sequence
4 of 6
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_5vs…
Turn sequence
30 of 41
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_ZMH…
Turn sequence
13 of 24
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_tKc…
Turn sequence
14 of 24
Turn state
Completed
Outcome
Success
Thread
b612fa70…
Tool call
call_b0Z…
Turn sequence
15 of 24
Turn state
Completed
Outcome
InvalidArguments
Thread
1af0e222…
Tool call
chatcmpl…
Turn sequence
1 of 1
Turn state
Completed
Outcome
InvalidArguments
Thread
3d7ad6cb…
Tool call
chatcmpl…
Turn sequence
1 of 9
Turn state
Completed
Outcome
InvalidArguments
Thread
3d7ad6cb…
Tool call
chatcmpl…
Turn sequence
2 of 9
Turn state
Completed
Outcome
InvalidArguments
Thread
3d7ad6cb…
Tool call
chatcmpl…
Turn sequence
3 of 9
Turn state
Completed
Outcome
InvalidArguments
Thread
3d7ad6cb…
Tool call
chatcmpl…
Turn sequence
4 of 9
Turn state
Completed
Outcome
Success
Thread
3d7ad6cb…
Tool call
chatcmpl…
Turn sequence
5 of 9
Turn state
Completed
Outcome
Success
Thread
3d7ad6cb…
Tool call
chatcmpl…
Turn sequence
6 of 9
Turn state
Completed
Outcome
Success
Thread
3d7ad6cb…
Tool call
chatcmpl…
Turn sequence
7 of 9
Turn state
Completed
Outcome
Success
Thread
dae0a154…
Tool call
chatcmpl…
Turn sequence
2 of 3
Turn state
Completed
Outcome
Success
Thread
033cbc16…
Tool call
chatcmpl…
Turn sequence
4 of 5
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_zVX…
Turn sequence
7 of 21
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_JzA…
Turn sequence
9 of 21
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_GQg…
Turn sequence
13 of 21
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_2is…
Turn sequence
21 of 21
Turn state
Completed
Outcome
Success
Thread
50ac87df…
Tool call
call_83e…
Turn sequence
6 of 13
Turn state
Completed
Outcome
Success
Thread
7839e632…
Tool call
call_FQj…
Turn sequence
7 of 15
Turn state
Completed