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

97

+52% vs previous 7d40 saved production turns

p50 latency

102 ms

-28% vs previous 7d97 timed calls

p95 latency

176 ms

-18% vs previous 7d97 timed calls

Tool failures

30.9%

+30.9 pts vs previous 7d30 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

2.4

-13% vs previous 7d90.0% 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

search_document failures increased

30.9% now vs 0.0% previously across 97 calls; ProviderError 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
13 calls on 2026-10-011 calls on 2026-10-026 calls on 2026-10-0440 calls on 2026-10-0527 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
search_document97+52% vs prior102 ms-28% vs prior176 ms-18% vs prior30.9%+30.9 pts vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

ProviderError30

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
search_documentHJC141 msOct 6, 8:05 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_pej…

Turn sequence

5 of 29

Turn state

Completed

search_documentHJC175 msOct 6, 8:05 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_2qK…

Turn sequence

7 of 29

Turn state

Completed

search_documentHJC164 msOct 6, 7:54 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_5uP…

Turn sequence

2 of 31

Turn state

Completed

search_documentHJC176 msOct 6, 7:54 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_UKV…

Turn sequence

4 of 31

Turn state

Completed

search_documentHJC188 msOct 6, 7:48 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

chatcmpl…

Turn sequence

3 of 6

Turn state

Completed

search_documentHJC135 msOct 6, 7:48 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

chatcmpl…

Turn sequence

5 of 6

Turn state

Completed

search_documentHJC140 msOct 6, 7:49 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

chatcmpl…

Turn sequence

6 of 6

Turn state

Completed

search_documentHJC165 msOct 6, 6:08 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_KUW…

Turn sequence

3 of 28

Turn state

Completed

search_documentHJC105 msOct 6, 6:04 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_Xcn…

Turn sequence

7 of 13

Turn state

Completed

search_documentHJC108 msOct 6, 6:04 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_Hx5…

Turn sequence

8 of 13

Turn state

Completed

search_documentHJC115 msOct 6, 6:04 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_XkK…

Turn sequence

9 of 13

Turn state

Completed

search_documentHJC74 msOct 6, 6:04 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_k1M…

Turn sequence

10 of 13

Turn state

Completed

search_documentHJC91 msOct 6, 6:04 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_cE2…

Turn sequence

11 of 13

Turn state

Completed

search_documentHJC84 msOct 6, 6:04 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_Tc1…

Turn sequence

12 of 13

Turn state

Completed

search_documentHJC127 msOct 6, 6:04 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_XAQ…

Turn sequence

13 of 13

Turn state

Completed

search_documentHJC123 msOct 6, 5:59 PM UTC

Outcome

Success

Thread

7839e632…

Tool call

call_YrI…

Turn sequence

8 of 15

Turn state

Completed

search_documentHJC126 msOct 6, 5:59 PM UTC

Outcome

Success

Thread

7839e632…

Tool call

call_P4P…

Turn sequence

9 of 15

Turn state

Completed

search_documentHJC128 msOct 6, 5:59 PM UTC

Outcome

Success

Thread

7839e632…

Tool call

call_bCp…

Turn sequence

10 of 15

Turn state

Completed

search_documentHJC134 msOct 6, 5:59 PM UTC

Outcome

Success

Thread

7839e632…

Tool call

call_t2b…

Turn sequence

11 of 15

Turn state

Completed

search_documentHJC76 msOct 6, 5:59 PM UTC

Outcome

Success

Thread

7839e632…

Tool call

call_YNR…

Turn sequence

12 of 15

Turn state

Completed

search_documentHJC129 msOct 6, 5:59 PM UTC

Outcome

Success

Thread

7839e632…

Tool call

call_zFg…

Turn sequence

13 of 15

Turn state

Completed

search_documentHJC153 msOct 6, 5:59 PM UTC

Outcome

Success

Thread

7839e632…

Tool call

call_BSR…

Turn sequence

14 of 15

Turn state

Completed

search_documentHJC164 msOct 6, 5:59 PM UTC

Outcome

Success

Thread

7839e632…

Tool call

call_PNp…

Turn sequence

15 of 15

Turn state

Completed

search_documentHJC103 msOct 6, 4:05 PM UTC

Outcome

Success

Thread

1a4e54dc…

Tool call

call_bxF…

Turn sequence

1 of 20

Turn state

Completed

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