Bidlo Status Frontend

Chat tool telemetry

Find slow, failing, and repetitive agent tools without exposing prompts, arguments, or outputs.

Detailed production timing active

6058 of 6123 saved tool calls include execution duration.

98.9% timing coverage

Tool calls

34

+6% vs previous 7d19 saved production turns

p50 latency

106 ms

-45% vs previous 7d32 timed calls

p95 latency

303 ms

+1% vs previous 7d32 timed calls

Tool failures

52.9%

+9.2 pts vs previous 7d18 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

1.8

+12% vs previous 7d84.2% 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

get_page_layout failures increased

52.9% now vs 43.8% previously across 34 calls; Unknown 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
6 calls on 2026-10-021 calls on 2026-10-037 calls on 2026-10-047 calls on 2026-10-0511 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

307 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
get_page_layout34+6% vs prior106 ms-45% vs prior303 ms+1% vs prior52.9%+9.2 pts vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

Unknown18

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
get_page_layoutHJC49 msOct 6, 7:09 PM UTC

Outcome

Unknown

Thread

91821b64…

Tool call

chatcmpl…

Turn sequence

1 of 15

Turn state

Completed

get_page_layoutHJC41 msOct 6, 7:09 PM UTC

Outcome

Unknown

Thread

91821b64…

Tool call

chatcmpl…

Turn sequence

3 of 15

Turn state

Completed

get_page_layoutHJC283 msOct 6, 7:10 PM UTC

Outcome

Success

Thread

91821b64…

Tool call

chatcmpl…

Turn sequence

6 of 15

Turn state

Completed

get_page_layoutHJC51 msOct 6, 7:00 PM UTC

Outcome

Unknown

Thread

50ac87df…

Tool call

call_NaG…

Turn sequence

1 of 2

Turn state

Completed

get_page_layoutHJC303 msOct 6, 7:00 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_WtR…

Turn sequence

2 of 2

Turn state

Completed

get_page_layoutHJC46 msOct 6, 6:53 PM UTC

Outcome

Unknown

Thread

50ac87df…

Tool call

call_G2G…

Turn sequence

2 of 4

Turn state

Completed

get_page_layoutHJC43 msOct 6, 5:37 PM UTC

Outcome

Unknown

Thread

eac20ce4…

Tool call

chatcmpl…

Turn sequence

2 of 17

Turn state

Completed

get_page_layoutHJC255 msOct 6, 5:37 PM UTC

Outcome

Success

Thread

eac20ce4…

Tool call

chatcmpl…

Turn sequence

4 of 17

Turn state

Completed

get_page_layoutTRP 2814 msOct 6, 1:58 PM UTC

Outcome

Success

Thread

09a6f0d4…

Tool call

call_4Ua…

Turn sequence

7 of 58

Turn state

Completed

get_page_layoutTRP 2108 msOct 6, 12:22 PM UTC

Outcome

Unknown

Thread

d7e232c7…

Tool call

call_kRu…

Turn sequence

15 of 70

Turn state

Completed

get_page_layoutTRP 2298 msOct 6, 12:22 PM UTC

Outcome

Success

Thread

d7e232c7…

Tool call

call_Vw5…

Turn sequence

25 of 70

Turn state

Completed

get_page_layoutHJC48 msOct 5, 8:39 PM UTC

Outcome

Unknown

Thread

bf677805…

Tool call

chatcmpl…

Turn sequence

11 of 20

Turn state

Completed

get_page_layoutHJC252 msOct 5, 8:39 PM UTC

Outcome

Success

Thread

bf677805…

Tool call

chatcmpl…

Turn sequence

12 of 20

Turn state

Completed

get_page_layoutHJC43 msOct 5, 7:33 PM UTC

Outcome

Unknown

Thread

10f9fa7b…

Tool call

call_trK…

Turn sequence

5 of 5

Turn state

Completed

get_page_layoutHJC47 msOct 5, 5:48 PM UTC

Outcome

Unknown

Thread

d85df539…

Tool call

chatcmpl…

Turn sequence

3 of 12

Turn state

Completed

get_page_layoutHJC287 msOct 5, 5:48 PM UTC

Outcome

Success

Thread

d85df539…

Tool call

chatcmpl…

Turn sequence

5 of 12

Turn state

Completed

get_page_layoutHJC54 msOct 5, 1:53 PM UTC

Outcome

Incomplete

Thread

921b777f…

Tool call

chatcmpl…

Turn sequence

1 of 11

Turn state

Incomplete

get_page_layoutHJC217 msOct 5, 1:53 PM UTC

Outcome

Incomplete

Thread

921b777f…

Tool call

chatcmpl…

Turn sequence

3 of 11

Turn state

Incomplete

get_page_layoutHJC298 msOct 4, 8:49 PM UTC

Outcome

Success

Thread

913d4f54…

Tool call

chatcmpl…

Turn sequence

11 of 15

Turn state

Completed

get_page_layoutHJC45 msOct 4, 6:40 PM UTC

Outcome

Unknown

Thread

913d4f54…

Tool call

chatcmpl…

Turn sequence

1 of 4

Turn state

Completed

get_page_layoutHJC275 msOct 4, 6:40 PM UTC

Outcome

Success

Thread

913d4f54…

Tool call

chatcmpl…

Turn sequence

2 of 4

Turn state

Completed

get_page_layoutHJC119 msOct 4, 4:22 PM UTC

Outcome

Unknown

Thread

e1179f50…

Tool call

chatcmpl…

Turn sequence

3 of 12

Turn state

Completed

get_page_layoutHJC294 msOct 4, 4:22 PM UTC

Outcome

Success

Thread

e1179f50…

Tool call

chatcmpl…

Turn sequence

6 of 12

Turn state

Completed

get_page_layoutHJC47 msOct 4, 4:13 PM UTC

Outcome

Unknown

Thread

94d1ea5b…

Tool call

chatcmpl…

Turn sequence

3 of 5

Turn state

Completed

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