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

8

New activity vs previous 7d8 saved production turns

p50 latency

179 ms

Timing not instrumented8 timed calls

p95 latency

231 ms

Timing not instrumented8 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

1.0

New activity 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 — previously (8 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 2026-10-014 calls on 2026-10-052 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
list_flows8No prior data179 msNo prior timing231 msNo prior timing0.0%No prior data0.0%No prior data

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
list_flowsHJC179 msOct 6, 7:54 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_Ndb…

Turn sequence

3 of 31

Turn state

Completed

list_flowsBidlo37 msOct 6, 4:19 PM UTC

Outcome

Success

Thread

20a1bcaf…

Tool call

call_aUz…

Turn sequence

2 of 40

Turn state

Completed

list_flowsHJC219 msOct 5, 11:19 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_J8m…

Turn sequence

4 of 23

Turn state

Completed

list_flowsHJC181 msOct 5, 9:31 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_NbH…

Turn sequence

2 of 14

Turn state

Completed

list_flowsHJC168 msOct 5, 8:21 PM UTC

Outcome

Success

Thread

215345f3…

Tool call

chatcmpl…

Turn sequence

17 of 25

Turn state

Completed

list_flowsHJC78 msOct 5, 7:29 PM UTC

Outcome

Success

Thread

8baa70ed…

Tool call

call_ay1…

Turn sequence

12 of 48

Turn state

Completed

list_flowsTRP 2231 msOct 1, 1:19 AM UTC

Outcome

Success

Thread

a4ef58fe…

Tool call

call_cZ4…

Turn sequence

3 of 28

Turn state

Completed

list_flowsTRP 2190 msOct 1, 1:18 AM UTC

Outcome

Success

Thread

a4ef58fe…

Tool call

call_WTy…

Turn sequence

1 of 6

Turn state

Completed

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