Agent loop pressure
More turns are using five or more tools
100.0% now vs 81.8% previously (4 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
5
p50 latency
527 ms
p95 latency
15 s
Tool failures
0.0%
No result
0.0%
Calls / turn
1.3
Material regressions ranked by severity and affected call volume.
Agent loop pressure
100.0% now vs 81.8% previously (4 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 |
|---|---|---|---|---|---|
| create_database_view | 5-64% vs prior | 527 msNo prior timing | 15 sNo 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
c1ea98f7…
Tool call
call_7RW…
Turn sequence
8 of 9
Turn state
Completed
Outcome
Success
Thread
c1ea98f7…
Tool call
call_e1i…
Turn sequence
15 of 30
Turn state
Completed
Outcome
Success
Thread
c1ea98f7…
Tool call
call_xA0…
Turn sequence
30 of 30
Turn state
Completed
Outcome
Success
Thread
562421d5…
Tool call
call_jXO…
Turn sequence
15 of 17
Turn state
Completed
Outcome
Success
Thread
f5d38ce1…
Tool call
call_Dra…
Turn sequence
7 of 7
Turn state
Completed