Reliability regression
save_flow failures increased
2.5% now vs 0.0% previously across 40 calls; InvalidArguments is the leading code.
Inspect recent failures, then check the tool handler and upstream dependency logs.
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
286 ms
p95 latency
581 ms
Tool failures
2.5%
No result
0.0%
Calls / turn
1.5
Material regressions ranked by severity and affected call volume.
Reliability regression
2.5% now vs 0.0% previously across 40 calls; InvalidArguments is the leading code.
Inspect recent failures, then check the tool handler and upstream dependency logs.
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 |
|---|---|---|---|---|---|
| save_flow | 40+700% vs prior | 286 ms-14% vs prior | 581 ms-20% vs prior | 2.5%+2.5 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_hHD…
Turn sequence
27 of 31
Turn state
Completed
Outcome
Success
Thread
ed7becf5…
Tool call
call_01Z…
Turn sequence
30 of 31
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_paC…
Turn sequence
6 of 9
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_nLr…
Turn sequence
24 of 40
Turn state
Completed
Outcome
Success
Thread
20a1bcaf…
Tool call
call_H0L…
Turn sequence
38 of 40
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_0Qy…
Turn sequence
6 of 10
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_q8S…
Turn sequence
23 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_myY…
Turn sequence
26 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_pPf…
Turn sequence
33 of 34
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_Gul…
Turn sequence
1 of 5
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_nHx…
Turn sequence
2 of 3
Turn state
Completed
Outcome
InvalidArguments
Thread
8baa70ed…
Tool call
call_mo4…
Turn sequence
20 of 23
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_vkE…
Turn sequence
21 of 23
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_H2w…
Turn sequence
6 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_m8Z…
Turn sequence
9 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_gKx…
Turn sequence
15 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_vv9…
Turn sequence
21 of 26
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_O9N…
Turn sequence
3 of 6
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_gyj…
Turn sequence
23 of 24
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_mPp…
Turn sequence
5 of 9
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_9yu…
Turn sequence
7 of 9
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_A4w…
Turn sequence
8 of 9
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_sxW…
Turn sequence
18 of 22
Turn state
Completed
Outcome
Success
Thread
8baa70ed…
Tool call
call_vKv…
Turn sequence
16 of 25
Turn state
Completed