Agent loop pressure
More turns are using five or more tools
44.4% now vs 25.0% 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
6101 of 6166 saved tool calls include execution duration.
Tool calls
25
p50 latency
457 ms
p95 latency
1.1 s
Tool failures
0.0%
No result
0.0%
Calls / turn
2.8
Material regressions ranked by severity and affected call volume.
Agent loop pressure
44.4% now vs 25.0% 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.
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_canvas | 25-46% vs prior | 457 ms-7% vs prior | 1.1 s+8% vs prior | 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
a9cab20a…
Tool call
call_3CG…
Turn sequence
1 of 1
Turn state
Completed
Outcome
Success
Thread
a9cab20a…
Tool call
call_pqf…
Turn sequence
2 of 2
Turn state
Completed
Outcome
Success
Thread
a9cab20a…
Tool call
call_P4b…
Turn sequence
1 of 2
Turn state
Completed
Outcome
Success
Thread
a9cab20a…
Tool call
call_J1a…
Turn sequence
2 of 2
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_zbT…
Turn sequence
1 of 5
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_JhW…
Turn sequence
2 of 5
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_azP…
Turn sequence
3 of 5
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_til…
Turn sequence
4 of 5
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_9Lj…
Turn sequence
5 of 5
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_fP3…
Turn sequence
2 of 5
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_1Kj…
Turn sequence
3 of 5
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_gJP…
Turn sequence
5 of 5
Turn state
Completed
Outcome
Success
Thread
0bdcf7be…
Tool call
call_Kc2…
Turn sequence
4 of 4
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_Gen…
Turn sequence
2 of 3
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_itu…
Turn sequence
3 of 3
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_0vL…
Turn sequence
5 of 7
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_ZAY…
Turn sequence
7 of 7
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_sMH…
Turn sequence
1 of 15
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_J3i…
Turn sequence
4 of 15
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_UcO…
Turn sequence
6 of 15
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_83S…
Turn sequence
7 of 15
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_eGh…
Turn sequence
8 of 15
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_5uF…
Turn sequence
13 of 15
Turn state
Completed
Outcome
Success
Thread
bdfaca6b…
Tool call
call_PPz…
Turn sequence
14 of 15
Turn state
Completed