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

570

-44% vs previous 7d52 saved production turns

p50 latency

141 ms

Timing not instrumented495 timed calls

p95 latency

2.9 s

Timing not instrumented495 timed calls

Tool failures

4.2%

-7.4 pts vs previous 7d24 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

11.0

-17% vs previous 7d67.3% 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

read_file failures increased

5.7% now vs 1.2% previously across 35 calls; Unknown 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
2 calls on 2026-08-0118 calls on 2026-08-02128 calls on 2026-08-0330 calls on 2026-08-04112 calls on 2026-08-05214 calls on 2026-08-0666 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
run_subagents2-88% vs prior1.9 minNo prior timing2.8 minNo prior timing0.0%-6.3 pts vs prior0.0%No change vs prior
shell35-73% vs prior425 msNo prior timing18 sNo prior timing0.0%-0.8 pts vs prior0.0%No change vs prior
create_database_view5-64% vs prior527 msNo prior timing15 sNo prior timing0.0%No change vs prior0.0%No change vs prior
search_document11-61% vs prior3.0 sNo prior timing14 sNo prior timing100.0%No change vs prior0.0%No change vs prior
mutate_database2-90% vs prior290 msNo prior timing5.9 sNo prior timing0.0%No change vs prior0.0%No change vs prior
create_app6+50% vs prior2.7 sNo prior timing3.0 sNo prior timing0.0%No change vs prior0.0%No change vs prior
save_attachment_to_workspace1No change vs prior2.5 sNo prior timing2.5 sNo prior timing0.0%No change vs prior0.0%No change vs prior
read_file35-58% vs prior1.7 sNo prior timing2.5 sNo prior timing5.7%+4.5 pts vs prior0.0%No change vs prior
list_files3-50% vs prior87 msNo prior timing2.4 sNo prior timing0.0%No change vs prior0.0%No change vs prior
app_shell13+333% vs prior219 msNo prior timing2.4 sNo prior timing0.0%No change vs prior0.0%No change vs prior
query_database_data83-60% vs prior362 msNo prior timing2.1 sNo prior timing7.2%-3.8 pts vs prior0.0%No change vs prior
app_edit_file24+500% vs prior870 msNo prior timing1.1 sNo prior timing0.0%No change vs prior0.0%No change vs prior
app_write_file19+73% vs prior328 msNo prior timing1.1 sNo prior timing0.0%No change vs prior0.0%No change vs prior
app_read_file83+168% vs prior98 msNo prior timing959 msNo prior timing0.0%-3.2 pts vs prior0.0%No change vs prior
save_app2+100% vs prior349 msNo prior timing939 msNo prior timing0.0%No change vs prior0.0%No change vs prior
app_dev_server_log17+183% vs prior102 msNo prior timing937 msNo prior timing0.0%No change vs prior0.0%No change vs prior
upload_workspace_file3-79% vs prior747 msNo prior timing747 msNo prior timing0.0%No change vs prior0.0%No change vs prior
update_database_view3-50% vs prior649 msNo prior timing682 msNo prior timing0.0%-50.0 pts vs prior0.0%No change vs prior
load_office_document5-29% vs prior43 msNo prior timing615 msNo prior timing80.0%-20.0 pts vs prior0.0%No change vs prior
app_list_files15+36% vs prior122 msNo prior timing510 msNo prior timing0.0%No change vs prior0.0%No change vs prior
query_mentioned_document37-63% vs prior164 msNo prior timing507 msNo prior timing0.0%-15.0 pts vs prior0.0%No change vs prior
search_notes1No prior data463 msNo prior timing463 msNo prior timing0.0%No prior data0.0%No prior data
get_database_view5-87% vs prior234 msNo prior timing413 msNo prior timing20.0%-41.5 pts vs prior0.0%No change vs prior
officecli_status2No change vs prior409 msNo prior timing409 msNo prior timing0.0%No change vs prior0.0%No change vs prior
app_typecheck16+167% vs prior129 msNo prior timing400 msNo prior timing0.0%No change vs prior0.0%No change vs prior
resolve_documents_by_name33No change vs prior126 msNo prior timing387 msNo prior timing0.0%-6.1 pts vs prior0.0%No change vs prior
edit_document_notes3-40% vs prior312 msNo prior timing339 msNo prior timing0.0%No change vs prior0.0%No change vs prior
deep_research1No prior data233 msNo prior timing233 msNo prior timing0.0%No prior data0.0%No prior data
get_document_notes4-33% vs prior218 msNo prior timing220 msNo prior timing0.0%No change vs prior0.0%No change vs prior
write_file4+300% vs prior98 msNo prior timing98 msNo prior timing0.0%No change vs prior0.0%No change vs prior
get_document_page2-89% vs prior61 msNo prior timing91 msNo prior timing0.0%No change vs prior0.0%No change vs prior
resolve_counties_by_name3+200% vs prior42 msNo prior timing47 msNo prior timing0.0%No change vs prior0.0%No change vs prior
mutate_schema1-97% vs prior46 msNo prior timing46 msNo prior timing0.0%No change vs prior0.0%No change vs prior
get_collection_fields65+18% vs prior2 msNo prior timing4 msNo prior timing0.0%No change vs prior0.0%No change vs prior
read_tool_result5-29% vs prior1 msNo prior timing3 msNo prior timing0.0%No change vs prior0.0%No change vs prior
get_team_collections16-33% vs prior0 msNo prior timing1 msNo prior timing0.0%No change vs prior0.0%No change vs prior
check_capabilities4-69% vs prior1 msNo prior timing1 msNo prior timing0.0%No change vs prior0.0%No change vs prior
web_search1-96% vs priorNot instrumentedNot instrumented0.0%No change vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

ProviderError11
Unknown7
InvalidArguments6

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_team_collectionsBidlo0 msAug 7, 4:59 PM UTC

Outcome

Success

Thread

c9d2c295…

Tool call

call_V1O…

Turn sequence

1 of 1

Turn state

Completed

app_read_fileHJC470 msAug 7, 4:05 PM UTC

Outcome

Success

Thread

b462a2a2…

Tool call

call_9fQ…

Turn sequence

1 of 4

Turn state

Completed

app_read_fileHJC481 msAug 7, 4:05 PM UTC

Outcome

Success

Thread

b462a2a2…

Tool call

call_W1g…

Turn sequence

2 of 4

Turn state

Completed

app_edit_fileHJC327 msAug 7, 4:05 PM UTC

Outcome

Success

Thread

b462a2a2…

Tool call

call_NMq…

Turn sequence

3 of 4

Turn state

Completed

app_edit_fileHJC784 msAug 7, 4:05 PM UTC

Outcome

Success

Thread

b462a2a2…

Tool call

call_Nsy…

Turn sequence

4 of 4

Turn state

Completed

app_read_fileHJC959 msAug 7, 4:02 PM UTC

Outcome

Success

Thread

de203492…

Tool call

call_1J2…

Turn sequence

1 of 6

Turn state

Completed

app_read_fileHJC1.2 sAug 7, 4:02 PM UTC

Outcome

Success

Thread

de203492…

Tool call

call_2m7…

Turn sequence

2 of 6

Turn state

Completed

app_edit_fileHJC138 msAug 7, 4:02 PM UTC

Outcome

Success

Thread

de203492…

Tool call

call_e0B…

Turn sequence

3 of 6

Turn state

Completed

app_edit_fileHJC870 msAug 7, 4:02 PM UTC

Outcome

Success

Thread

de203492…

Tool call

call_mEI…

Turn sequence

4 of 6

Turn state

Completed

app_dev_server_logHJC84 msAug 7, 4:02 PM UTC

Outcome

Success

Thread

de203492…

Tool call

call_noQ…

Turn sequence

5 of 6

Turn state

Completed

app_typecheckHJC137 msAug 7, 4:02 PM UTC

Outcome

Success

Thread

de203492…

Tool call

call_KiR…

Turn sequence

6 of 6

Turn state

Completed

app_read_fileHJC488 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_LP3…

Turn sequence

1 of 9

Turn state

Completed

app_list_filesHJC510 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_gAj…

Turn sequence

2 of 9

Turn state

Completed

app_read_fileHJC509 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_Nmh…

Turn sequence

3 of 9

Turn state

Completed

app_read_fileHJC500 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_AMb…

Turn sequence

4 of 9

Turn state

Completed

app_read_fileHJC81 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_Qxc…

Turn sequence

5 of 9

Turn state

Completed

app_read_fileHJC253 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_WIY…

Turn sequence

6 of 9

Turn state

Completed

app_edit_fileHJC640 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_e9f…

Turn sequence

7 of 9

Turn state

Completed

app_dev_server_logHJC93 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_6Zn…

Turn sequence

8 of 9

Turn state

Completed

app_typecheckHJC106 msAug 7, 3:58 PM UTC

Outcome

Success

Thread

582bd8f4…

Tool call

call_1Fx…

Turn sequence

9 of 9

Turn state

Completed

create_appHJC3.0 sAug 7, 3:55 PM UTC

Outcome

Success

Thread

28ab5468…

Tool call

call_Gxk…

Turn sequence

1 of 11

Turn state

Completed

app_read_fileHJC96 msAug 7, 3:55 PM UTC

Outcome

Success

Thread

28ab5468…

Tool call

call_r13…

Turn sequence

2 of 11

Turn state

Completed

app_list_filesHJC135 msAug 7, 3:55 PM UTC

Outcome

Success

Thread

28ab5468…

Tool call

call_2Ce…

Turn sequence

3 of 11

Turn state

Completed

app_list_filesHJC276 msAug 7, 3:55 PM UTC

Outcome

Success

Thread

28ab5468…

Tool call

call_VZ1…

Turn sequence

4 of 11

Turn state

Completed

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