Agent loop pressure
More turns are using five or more tools
64.5% now vs — previously (20 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
40
p50 latency
144 ms
p95 latency
190 ms
Tool failures
2.5%
No result
0.0%
Calls / turn
1.3
Material regressions ranked by severity and affected call volume.
Agent loop pressure
64.5% now vs — previously (20 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 |
|---|---|---|---|---|---|
| get_flow_run | 40No prior data | 144 msNo prior timing | 190 msNo prior timing | 2.5%No prior data | 0.0%No prior data |
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_XIZ…
Turn sequence
1 of 1
Turn state
Completed
Outcome
Success
Thread
ed7becf5…
Tool call
call_O0t…
Turn sequence
1 of 27
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_dVE…
Turn sequence
1 of 5
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_e7N…
Turn sequence
1 of 8
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_bUN…
Turn sequence
1 of 10
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_xLt…
Turn sequence
1 of 3
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_ztx…
Turn sequence
3 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_EAD…
Turn sequence
25 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_Qzm…
Turn sequence
1 of 3
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_1oj…
Turn sequence
8 of 12
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_Wbp…
Turn sequence
1 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_icv…
Turn sequence
1 of 6
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_pfD…
Turn sequence
1 of 3
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_zXp…
Turn sequence
15 of 24
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_HkY…
Turn sequence
16 of 24
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_9lX…
Turn sequence
17 of 24
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_b22…
Turn sequence
18 of 24
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_0zw…
Turn sequence
13 of 14
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_0zB…
Turn sequence
14 of 14
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_SOD…
Turn sequence
3 of 9
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_wEM…
Turn sequence
1 of 22
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_jWq…
Turn sequence
3 of 22
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_GvZ…
Turn sequence
10 of 22
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_POI…
Turn sequence
2 of 28
Turn state
Completed