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

53

+308% vs previous 7d28 saved production turns

p50 latency

124 ms

+19% vs previous 7d49 timed calls

p95 latency

869 ms

-49% vs previous 7d49 timed calls

Tool failures

3.8%

+3.8 pts vs previous 7d2 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

1.9

+16% vs previous 7d100.0% 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

app_list_files failures increased

3.8% now vs 0.0% previously across 53 calls; NotFound 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
1 calls on 2026-10-0112 calls on 2026-10-022 calls on 2026-10-038 calls on 2026-10-048 calls on 2026-10-0519 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
app_list_files53+308% vs prior124 ms+19% vs prior869 ms-49% vs prior3.8%+3.8 pts vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

NotFound2

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
app_list_filesHJC171 msOct 6, 7:55 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_wXP…

Turn sequence

14 of 31

Turn state

Completed

app_list_filesHJC93 msOct 6, 7:56 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_Vh4…

Turn sequence

19 of 31

Turn state

Completed

app_list_filesHJC858 msOct 6, 7:34 PM UTC

Outcome

Success

Thread

b612fa70…

Tool call

call_eLg…

Turn sequence

2 of 41

Turn state

Completed

app_list_filesHJC92 msOct 6, 7:22 PM UTC

Outcome

Success

Thread

b612fa70…

Tool call

call_VDh…

Turn sequence

8 of 24

Turn state

Completed

app_list_filesHJC100 msOct 6, 7:22 PM UTC

Outcome

Success

Thread

b612fa70…

Tool call

call_mm5…

Turn sequence

12 of 24

Turn state

Completed

app_list_filesHJC318 msOct 6, 7:07 PM UTC

Outcome

Success

Thread

dae0a154…

Tool call

call_PtW…

Turn sequence

3 of 36

Turn state

Completed

app_list_filesHJC117 msOct 6, 7:07 PM UTC

Outcome

Success

Thread

dae0a154…

Tool call

call_4Fo…

Turn sequence

5 of 36

Turn state

Completed

app_list_filesHJC329 msOct 6, 7:07 PM UTC

Outcome

Success

Thread

dae0a154…

Tool call

call_QBX…

Turn sequence

7 of 36

Turn state

Completed

app_list_filesHJC101 msOct 6, 6:44 PM UTC

Outcome

Success

Thread

d41e378a…

Tool call

call_SVs…

Turn sequence

7 of 29

Turn state

Completed

app_list_filesHJC92 msOct 6, 6:46 PM UTC

Outcome

Success

Thread

d41e378a…

Tool call

call_kOM…

Turn sequence

25 of 29

Turn state

Completed

app_list_filesHJC858 msOct 6, 5:20 PM UTC

Outcome

Success

Thread

b9ce5727…

Tool call

chatcmpl…

Turn sequence

1 of 24

Turn state

Completed

app_list_filesBidlo255 msOct 6, 4:08 PM UTC

Outcome

Incomplete

Thread

20a1bcaf…

Tool call

call_sLP…

Turn sequence

6 of 8

Turn state

Incomplete

app_list_filesHJC105 msOct 6, 3:54 PM UTC

Outcome

Success

Thread

1a4e54dc…

Tool call

call_vek…

Turn sequence

7 of 26

Turn state

Completed

app_list_filesBidlo123 msOct 6, 3:47 PM UTC

Outcome

Success

Thread

20a1bcaf…

Tool call

call_ksC…

Turn sequence

5 of 48

Turn state

Completed

app_list_filesBidlo122 msOct 6, 3:47 PM UTC

Outcome

Success

Thread

20a1bcaf…

Tool call

call_QfX…

Turn sequence

7 of 48

Turn state

Completed

app_list_filesBidlo125 msOct 6, 3:47 PM UTC

Outcome

Success

Thread

20a1bcaf…

Tool call

call_HND…

Turn sequence

8 of 48

Turn state

Completed

app_list_filesHJC173 msOct 6, 3:17 PM UTC

Outcome

Success

Thread

1a4e54dc…

Tool call

chatcmpl…

Turn sequence

10 of 15

Turn state

Completed

app_list_filesHJC180 msOct 6, 3:17 PM UTC

Outcome

Success

Thread

1a4e54dc…

Tool call

chatcmpl…

Turn sequence

11 of 15

Turn state

Completed

app_list_filesHJC238 msOct 6, 3:17 PM UTC

Outcome

Success

Thread

1a4e54dc…

Tool call

chatcmpl…

Turn sequence

14 of 15

Turn state

Completed

app_list_filesHJC88 msOct 5, 11:20 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_2nK…

Turn sequence

17 of 23

Turn state

Completed

app_list_filesHJC81 msOct 5, 11:20 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_QkF…

Turn sequence

18 of 23

Turn state

Completed

app_list_filesHJC823 msOct 5, 8:46 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_Wo9…

Turn sequence

4 of 24

Turn state

Completed

app_list_filesHJC841 msOct 5, 8:46 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_DuX…

Turn sequence

5 of 24

Turn state

Completed

app_list_filesHJC141 msOct 5, 8:46 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_KCx…

Turn sequence

7 of 24

Turn state

Completed

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