Agent loop pressure
More turns are using five or more tools
95.8% now vs 83.8% previously (23 turns).
Inspect the affected turn sequences for repeated or avoidable tool selection.
InvestigateFind slow, failing, and repetitive agent tools without exposing prompts, arguments, or outputs.
Detailed production timing active
495 of 570 saved tool calls include execution duration.
Tool calls
65
p50 latency
2 ms
p95 latency
4 ms
Tool failures
0.0%
No result
0.0%
Calls / turn
2.7
Material regressions ranked by severity and affected call volume.
Agent loop pressure
95.8% now vs 83.8% previously (23 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.
Unavailable
handle rows / all calls
The handle store could not be read with the current credentials.
Each change is measured against the previous equal window; latency appears only where detailed timing exists.
| Tool | Calls | p50 | p95 | Failures | No result |
|---|---|---|---|---|---|
| get_collection_fields | 65+18% vs prior | 2 msNo prior timing | 4 msNo prior timing | 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
1047785c…
Tool call
call_fNZ…
Turn sequence
3 of 11
Turn state
Completed
Outcome
Success
Thread
c1ea98f7…
Tool call
call_QrA…
Turn sequence
1 of 9
Turn state
Completed
Outcome
Success
Thread
c1ea98f7…
Tool call
call_paI…
Turn sequence
2 of 9
Turn state
Completed
Outcome
Success
Thread
5a4e8ad2…
Tool call
call_yAn…
Turn sequence
1 of 9
Turn state
Completed
Outcome
Success
Thread
5a4e8ad2…
Tool call
call_WlA…
Turn sequence
3 of 9
Turn state
Completed
Outcome
Success
Thread
1ab2ebd7…
Tool call
call_lzI…
Turn sequence
2 of 19
Turn state
Completed
Outcome
Success
Thread
1ab2ebd7…
Tool call
call_F6r…
Turn sequence
10 of 19
Turn state
Completed
Outcome
Success
Thread
21602129…
Tool call
call_lni…
Turn sequence
4 of 19
Turn state
Completed
Outcome
Success
Thread
21602129…
Tool call
call_qH9…
Turn sequence
11 of 19
Turn state
Completed
Outcome
Success
Thread
cca85bae…
Tool call
call_NUT…
Turn sequence
5 of 14
Turn state
Completed
Outcome
Success
Thread
cca85bae…
Tool call
call_Xym…
Turn sequence
6 of 14
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_PZ9…
Turn sequence
2 of 21
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_qmp…
Turn sequence
1 of 39
Turn state
Completed
Outcome
Success
Thread
1c6b6c3e…
Tool call
call_Iji…
Turn sequence
4 of 39
Turn state
Completed
Outcome
Success
Thread
2d1997bc…
Tool call
call_cqo…
Turn sequence
1 of 27
Turn state
Completed
Outcome
Success
Thread
2d1997bc…
Tool call
call_NB8…
Turn sequence
3 of 27
Turn state
Completed
Outcome
Success
Thread
2d1997bc…
Tool call
call_Cil…
Turn sequence
10 of 27
Turn state
Completed
Outcome
Success
Thread
c395a2e5…
Tool call
call_SAq…
Turn sequence
5 of 7
Turn state
Completed
Outcome
Success
Thread
a4c6b869…
Tool call
call_sY8…
Turn sequence
3 of 18
Turn state
Completed
Outcome
Success
Thread
a4c6b869…
Tool call
call_qG7…
Turn sequence
5 of 18
Turn state
Completed
Outcome
Success
Thread
a4c6b869…
Tool call
call_zLw…
Turn sequence
11 of 18
Turn state
Completed
Outcome
Success
Thread
a4c6b869…
Tool call
call_1tF…
Turn sequence
15 of 18
Turn state
Completed
Outcome
Success
Thread
66970855…
Tool call
call_P5A…
Turn sequence
2 of 15
Turn state
Completed
Outcome
Success
Thread
66970855…
Tool call
call_7S4…
Turn sequence
8 of 15
Turn state
Completed