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

10

+25% vs previous 7d6 saved production turns

p50 latency

387 ms

-35% vs previous 7d10 timed calls

p95 latency

767 ms

+19% vs previous 7d10 timed calls

Tool failures

40.0%

+40.0 pts vs previous 7d4 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

1.7

+25% vs previous 7d50.0% 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

update_database_view failures increased

40.0% now vs 0.0% previously across 10 calls; InvalidArguments 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
5 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
update_database_view10+25% vs prior387 ms-35% vs prior767 ms+19% vs prior40.0%+40.0 pts vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

InvalidArguments4

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
update_database_viewHJC217 msOct 6, 6:58 PM UTC

Outcome

InvalidArguments

Thread

50ac87df…

Tool call

call_k9k…

Turn sequence

2 of 4

Turn state

Completed

update_database_viewHJC767 msOct 6, 6:58 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_mVY…

Turn sequence

4 of 4

Turn state

Completed

update_database_viewHJC382 msOct 6, 6:54 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_tRE…

Turn sequence

4 of 5

Turn state

Completed

update_database_viewHJC374 msOct 6, 6:52 PM UTC

Outcome

Success

Thread

50ac87df…

Tool call

call_iW5…

Turn sequence

2 of 4

Turn state

Completed

update_database_viewHJC762 msOct 6, 5:41 PM UTC

Outcome

Success

Thread

eac20ce4…

Tool call

chatcmpl…

Turn sequence

1 of 1

Turn state

Completed

update_database_viewHJC207 msOct 5, 8:04 PM UTC

Outcome

InvalidArguments

Thread

215345f3…

Tool call

chatcmpl…

Turn sequence

2 of 38

Turn state

Completed

update_database_viewHJC395 msOct 5, 8:04 PM UTC

Outcome

Success

Thread

215345f3…

Tool call

chatcmpl…

Turn sequence

3 of 38

Turn state

Completed

update_database_viewHJC400 msOct 5, 7:37 PM UTC

Outcome

InvalidArguments

Thread

10f9fa7b…

Tool call

call_x67…

Turn sequence

6 of 10

Turn state

Completed

update_database_viewHJC413 msOct 5, 7:37 PM UTC

Outcome

InvalidArguments

Thread

10f9fa7b…

Tool call

call_eDO…

Turn sequence

9 of 10

Turn state

Completed

update_database_viewHJC387 msOct 5, 7:37 PM UTC

Outcome

Success

Thread

10f9fa7b…

Tool call

call_G25…

Turn sequence

10 of 10

Turn state

Completed

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