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

27

+93% vs previous 7d21 saved production turns

p50 latency

1.0 s

+2571% vs previous 7d27 timed calls

p95 latency

9.5 s

+524% vs previous 7d27 timed calls

Tool failures

29.6%

-56.1 pts vs previous 7d8 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

1.3

-17% 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

Latency regression

load_office_document p95 slowed 524%

9.5 s now vs 1.5 s previously across 27 calls.

Open the tool view and inspect the slowest recent calls for a repeatable bottleneck.

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
3 calls on 2026-10-016 calls on 2026-10-023 calls on 2026-10-049 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
load_office_document27+93% vs prior1.0 s+2571% vs prior9.5 s+524% vs prior29.6%-56.1 pts vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

NotFound8

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
load_office_documentHJC679 msOct 6, 6:12 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_PLO…

Turn sequence

3 of 21

Turn state

Completed

load_office_documentHJC1.3 sOct 6, 6:08 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_ps1…

Turn sequence

10 of 28

Turn state

Completed

load_office_documentTRP 21.0 sOct 6, 1:58 PM UTC

Outcome

Success

Thread

09a6f0d4…

Tool call

call_Lq0…

Turn sequence

13 of 58

Turn state

Completed

load_office_documentTRP 2674 msOct 6, 1:59 PM UTC

Outcome

Success

Thread

09a6f0d4…

Tool call

call_ami…

Turn sequence

24 of 58

Turn state

Completed

load_office_documentTRP 2991 msOct 6, 12:22 PM UTC

Outcome

Success

Thread

d7e232c7…

Tool call

call_iqC…

Turn sequence

19 of 70

Turn state

Completed

load_office_documentHJC11 sOct 5, 11:07 PM UTC

Outcome

Success

Thread

c7640a45…

Tool call

chatcmpl…

Turn sequence

3 of 32

Turn state

Completed

load_office_documentHJC1.8 sOct 5, 8:49 PM UTC

Outcome

Success

Thread

5d45850a…

Tool call

chatcmpl…

Turn sequence

2 of 8

Turn state

Completed

load_office_documentHJC1.4 sOct 5, 8:38 PM UTC

Outcome

Success

Thread

bf677805…

Tool call

chatcmpl…

Turn sequence

8 of 20

Turn state

Completed

load_office_documentHJC101 msOct 5, 8:05 PM UTC

Outcome

NotFound

Thread

215345f3…

Tool call

chatcmpl…

Turn sequence

8 of 38

Turn state

Completed

load_office_documentHJC38 msOct 5, 8:05 PM UTC

Outcome

NotFound

Thread

215345f3…

Tool call

chatcmpl…

Turn sequence

9 of 38

Turn state

Completed

load_office_documentHJC32 msOct 5, 7:33 PM UTC

Outcome

NotFound

Thread

10f9fa7b…

Tool call

call_UIV…

Turn sequence

4 of 5

Turn state

Completed

load_office_documentRagle1.6 sOct 5, 4:19 PM UTC

Outcome

Success

Thread

a7a7a1cd…

Tool call

call_ZDW…

Turn sequence

6 of 14

Turn state

Completed

load_office_documentRagle49 msOct 5, 4:19 PM UTC

Outcome

NotFound

Thread

a7a7a1cd…

Tool call

call_7tk…

Turn sequence

10 of 14

Turn state

Completed

load_office_documentHJC40 msOct 5, 10:17 AM UTC

Outcome

NotFound

Thread

ca157012…

Tool call

chatcmpl…

Turn sequence

3 of 33

Turn state

Completed

load_office_documentHJC1.3 sOct 4, 6:53 PM UTC

Outcome

Success

Thread

913d4f54…

Tool call

chatcmpl…

Turn sequence

14 of 16

Turn state

Completed

load_office_documentHJC38 msOct 4, 6:47 PM UTC

Outcome

NotFound

Thread

913d4f54…

Tool call

chatcmpl…

Turn sequence

6 of 22

Turn state

Completed

load_office_documentHJC37 msOct 4, 6:47 PM UTC

Outcome

NotFound

Thread

913d4f54…

Tool call

chatcmpl…

Turn sequence

7 of 22

Turn state

Completed

load_office_documentHJC658 msOct 2, 8:47 PM UTC

Outcome

Success

Thread

8d6df445…

Tool call

call_Lxq…

Turn sequence

2 of 7

Turn state

Completed

load_office_documentHJC3.1 sOct 2, 8:02 PM UTC

Outcome

Success

Thread

8d6df445…

Tool call

chatcmpl…

Turn sequence

14 of 19

Turn state

Completed

load_office_documentHJC1.3 sOct 2, 3:56 PM UTC

Outcome

Success

Thread

72a32790…

Tool call

chatcmpl…

Turn sequence

1 of 9

Turn state

Completed

load_office_documentHJC36 msOct 2, 3:49 PM UTC

Outcome

NotFound

Thread

72a32790…

Tool call

call_gw3…

Turn sequence

11 of 14

Turn state

Completed

load_office_documentHJC1.1 sOct 2, 2:06 PM UTC

Outcome

Success

Thread

b5b8e17f…

Tool call

chatcmpl…

Turn sequence

3 of 34

Turn state

Completed

load_office_documentHJC6.1 sOct 2, 2:09 PM UTC

Outcome

Success

Thread

b5b8e17f…

Tool call

chatcmpl…

Turn sequence

20 of 34

Turn state

Completed

load_office_documentHJC7.2 sOct 1, 7:06 PM UTC

Outcome

Success

Thread

b5b8e17f…

Tool call

chatcmpl…

Turn sequence

6 of 32

Turn state

Completed

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