Bidlo Status Frontend

Chat tool telemetry

Find 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.

98.9% timing coverage

Tool calls

40

+700% vs previous 7d26 saved production turns

p50 latency

286 ms

-14% vs previous 7d40 timed calls

p95 latency

581 ms

-20% vs previous 7d40 timed calls

Tool failures

2.5%

+2.5 pts vs previous 7d1 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

1.5

-38% vs previous 7d84.6% of turns at 5+ calls

What changed

Material regressions ranked by severity and affected call volume.

Current 7 days compared with the previous equal window

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.

Investigate

Regression 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.

Execution volume

Successful calls, no-results, and failures combined.

Calls
10 calls on 2026-10-011 calls on 2026-10-0424 calls on 2026-10-055 calls on 2026-10-06
Oct 1Oct 4Oct 7

Payload pressure

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.

Tool comparison

Each change is measured against the previous equal window; latency appears only where detailed timing exists.

Sorted by current p95 latency
ToolCallsp50p95FailuresNo result
save_flow40+700% vs prior286 ms-14% vs prior581 ms-20% vs prior2.5%+2.5 pts vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

InvalidArguments1

Interpretation notes

The data has known edges that change what a chart means.

Blocked loops are invisible
Rate-limited and identical-argument calls are rejected before telemetry fires.
NoResults is not downtime
It remains a failed tool outcome, but is separated from runtime reliability here.
Preview volume lives elsewhere
Preview and threadless chats reach PostHog but are intentionally absent from Postgres.
Latency is partially instrumented
Saved tool parts provide production outcomes and volume; duration appears only on calls with detailed telemetry.
Partial turns are retained
They remain in volume counts but are excluded from failures and latency percentiles.
Comparisons use equal windows
Every delta compares the selected period with the immediately preceding period under the same tool and team filters.

Recent sanitized calls

Arguments, outputs, user IDs, and message content are never rendered.

Privacy safe
save_flowHJC581 msOct 6, 7:57 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_hHD…

Turn sequence

27 of 31

Turn state

Completed

save_flowHJC248 msOct 6, 7:59 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_01Z…

Turn sequence

30 of 31

Turn state

Completed

save_flowBidlo351 msOct 6, 4:51 PM UTC

Outcome

Success

Thread

20a1bcaf…

Tool call

call_paC…

Turn sequence

6 of 9

Turn state

Completed

save_flowBidlo555 msOct 6, 4:24 PM UTC

Outcome

Success

Thread

20a1bcaf…

Tool call

call_nLr…

Turn sequence

24 of 40

Turn state

Completed

save_flowBidlo285 msOct 6, 4:27 PM UTC

Outcome

Success

Thread

20a1bcaf…

Tool call

call_H0L…

Turn sequence

38 of 40

Turn state

Completed

save_flowHJC246 msOct 5, 11:49 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_0Qy…

Turn sequence

6 of 10

Turn state

Completed

save_flowHJC298 msOct 5, 11:36 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_q8S…

Turn sequence

23 of 34

Turn state

Completed

save_flowHJC286 msOct 5, 11:37 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_myY…

Turn sequence

26 of 34

Turn state

Completed

save_flowHJC302 msOct 5, 11:39 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_pPf…

Turn sequence

33 of 34

Turn state

Completed

save_flowHJC253 msOct 5, 11:28 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_Gul…

Turn sequence

1 of 5

Turn state

Completed

save_flowHJC581 msOct 5, 11:24 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_nHx…

Turn sequence

2 of 3

Turn state

Completed

save_flowHJC202 msOct 5, 11:20 PM UTC

Outcome

InvalidArguments

Thread

8baa70ed…

Tool call

call_mo4…

Turn sequence

20 of 23

Turn state

Completed

save_flowHJC324 msOct 5, 11:21 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_vkE…

Turn sequence

21 of 23

Turn state

Completed

save_flowHJC632 msOct 5, 9:52 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_H2w…

Turn sequence

6 of 26

Turn state

Completed

save_flowHJC176 msOct 5, 9:52 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_m8Z…

Turn sequence

9 of 26

Turn state

Completed

save_flowHJC250 msOct 5, 9:53 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_gKx…

Turn sequence

15 of 26

Turn state

Completed

save_flowHJC585 msOct 5, 9:54 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_vv9…

Turn sequence

21 of 26

Turn state

Completed

save_flowHJC318 msOct 5, 9:47 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_O9N…

Turn sequence

3 of 6

Turn state

Completed

save_flowHJC293 msOct 5, 9:41 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_gyj…

Turn sequence

23 of 24

Turn state

Completed

save_flowHJC253 msOct 5, 8:22 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_mPp…

Turn sequence

5 of 9

Turn state

Completed

save_flowHJC336 msOct 5, 8:22 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_9yu…

Turn sequence

7 of 9

Turn state

Completed

save_flowHJC249 msOct 5, 8:23 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_A4w…

Turn sequence

8 of 9

Turn state

Completed

save_flowHJC247 msOct 5, 8:16 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_sxW…

Turn sequence

18 of 22

Turn state

Completed

save_flowHJC243 msOct 5, 8:07 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_vKv…

Turn sequence

16 of 25

Turn state

Completed

Source: Production chat_messages.tool_results (saved tool parts and detailed telemetry) Tool execution time starts after approval gates.