Bidlo Status Frontend

Chat tool telemetry

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

Detailed production timing active

495 of 570 saved tool calls include execution duration.

86.8% timing coverage

Tool calls

5

-64% vs previous 7d4 saved production turns

p50 latency

527 ms

Timing not instrumented5 timed calls

p95 latency

15 s

Timing not instrumented5 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

1.3

-2% 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

Agent loop pressure

More turns are using five or more tools

100.0% now vs 81.8% previously (4 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
2 calls on 2026-08-032 calls on 2026-08-041 calls on 2026-08-07
Aug 1Aug 4Aug 7

Payload pressure

How often results exceed the 20 KB inline cap.

Unavailable

handle rows / all calls

The handle store could not be read with the current credentials.

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
create_database_view5-64% vs prior527 msNo prior timing15 sNo prior timing0.0%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
create_database_viewHJC524 msAug 7, 2:34 PM UTC

Outcome

Success

Thread

c1ea98f7…

Tool call

call_7RW…

Turn sequence

8 of 9

Turn state

Completed

create_database_viewHJC539 msAug 4, 4:52 PM UTC

Outcome

Success

Thread

c1ea98f7…

Tool call

call_e1i…

Turn sequence

15 of 30

Turn state

Completed

create_database_viewHJC527 msAug 4, 4:53 PM UTC

Outcome

Success

Thread

c1ea98f7…

Tool call

call_xA0…

Turn sequence

30 of 30

Turn state

Completed

create_database_viewHJC449 msAug 3, 3:59 PM UTC

Outcome

Success

Thread

562421d5…

Tool call

call_jXO…

Turn sequence

15 of 17

Turn state

Completed

create_database_viewHJC15 sAug 3, 3:49 PM UTC

Outcome

Success

Thread

f5d38ce1…

Tool call

call_Dra…

Turn sequence

7 of 7

Turn state

Completed

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