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

73

-13% vs previous 7d14 saved production turns

p50 latency

75 ms

-4% vs previous 7d73 timed calls

p95 latency

116 ms

-23% vs previous 7d73 timed calls

Tool failures

0.0%

No change vs previous 7d0 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

5.2

+6% vs previous 7d85.7% 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

Agent loop pressure

More turns are using five or more tools

85.7% now vs 82.4% previously (12 turns).

Inspect the affected turn sequences for repeated or avoidable tool selection.

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 2026-10-0220 calls on 2026-10-0439 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

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
get_document_page73-13% vs prior75 ms-4% vs prior116 ms-23% vs prior0.0%No change vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

No operational failures

in the selected view

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_document_pageHJC86 msOct 6, 6:12 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_VjV…

Turn sequence

10 of 21

Turn state

Completed

get_document_pageHJC86 msOct 6, 6:12 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_th9…

Turn sequence

11 of 21

Turn state

Completed

get_document_pageHJC91 msOct 6, 6:12 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_pD1…

Turn sequence

12 of 21

Turn state

Completed

get_document_pageHJC72 msOct 6, 6:12 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_UmO…

Turn sequence

14 of 21

Turn state

Completed

get_document_pageHJC74 msOct 6, 6:12 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_lyb…

Turn sequence

15 of 21

Turn state

Completed

get_document_pageHJC72 msOct 6, 6:12 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_2A5…

Turn sequence

16 of 21

Turn state

Completed

get_document_pageHJC71 msOct 6, 6:12 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_Ic3…

Turn sequence

17 of 21

Turn state

Completed

get_document_pageHJC69 msOct 6, 6:08 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_7dK…

Turn sequence

6 of 28

Turn state

Completed

get_document_pageHJC75 msOct 6, 6:08 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_k5q…

Turn sequence

7 of 28

Turn state

Completed

get_document_pageHJC66 msOct 6, 6:08 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_CvL…

Turn sequence

8 of 28

Turn state

Completed

get_document_pageHJC71 msOct 6, 6:08 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_hKi…

Turn sequence

9 of 28

Turn state

Completed

get_document_pageHJC80 msOct 5, 11:49 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_a4x…

Turn sequence

3 of 10

Turn state

Completed

get_document_pageHJC88 msOct 5, 11:34 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_QhK…

Turn sequence

1 of 34

Turn state

Completed

get_document_pageHJC89 msOct 5, 11:34 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_1dU…

Turn sequence

9 of 34

Turn state

Completed

get_document_pageHJC74 msOct 5, 11:35 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_4tN…

Turn sequence

19 of 34

Turn state

Completed

get_document_pageHJC68 msOct 5, 11:39 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_i80…

Turn sequence

31 of 34

Turn state

Completed

get_document_pageHJC85 msOct 5, 11:19 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_Eqq…

Turn sequence

10 of 23

Turn state

Completed

get_document_pageHJC77 msOct 5, 11:08 PM UTC

Outcome

Success

Thread

c7640a45…

Tool call

chatcmpl…

Turn sequence

6 of 32

Turn state

Completed

get_document_pageHJC71 msOct 5, 11:12 PM UTC

Outcome

Success

Thread

c7640a45…

Tool call

chatcmpl…

Turn sequence

26 of 32

Turn state

Completed

get_document_pageHJC72 msOct 5, 10:53 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_lmV…

Turn sequence

6 of 14

Turn state

Completed

get_document_pageHJC66 msOct 5, 10:53 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_mBH…

Turn sequence

7 of 14

Turn state

Completed

get_document_pageHJC79 msOct 5, 10:53 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_kr6…

Turn sequence

8 of 14

Turn state

Completed

get_document_pageHJC77 msOct 5, 10:53 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_1EW…

Turn sequence

9 of 14

Turn state

Completed

get_document_pageHJC79 msOct 5, 9:54 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_3bi…

Turn sequence

17 of 26

Turn state

Completed

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