Bidlo Status Frontend

Chat tool telemetry

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

Detailed production timing active

6096 of 6161 saved tool calls include execution duration.

98.9% timing coverage

Tool calls

6.2K

+88% vs previous 7d408 saved production turns

p50 latency

365 ms

-6% vs previous 7d6096 timed calls

p95 latency

7.0 s

+22% vs previous 7d6096 timed calls

Tool failures

3.2%

+0.1 pts vs previous 7d199 excluding NoResults

No result

0.0%

No change vs previous 7d0 product outcomes

Calls / turn

15.1

+27% vs previous 7d70.6% 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

Latency regression

get_collection_fields p95 slowed 3180%

164 ms now vs 5 ms previously across 158 calls.

Open the tool view and inspect the slowest recent calls for a repeatable bottleneck.

Investigate

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

Reliability regression

read_tool_result failures increased

9.9% now vs 0.0% previously across 111 calls; NotFound is the leading code.

Inspect recent failures, then check the tool handler and upstream dependency logs.

Investigate

Reliability regression

shell failures increased

4.6% now vs 3.1% previously across 371 calls; Timeout 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
640 calls on 2026-10-01378 calls on 2026-10-0293 calls on 2026-10-03566 calls on 2026-10-041358 calls on 2026-10-051606 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
run_subagents65+171% vs prior28 s+80% vs prior1.4 min+142% vs prior0.0%No change vs prior0.0%No change vs prior
run_flow52+767% vs prior1.0 min+34% vs prior1.1 min+17% vs prior0.0%No change vs prior0.0%No change vs prior
shell371+94% vs prior1.1 s+152% vs prior26 s+2% vs prior4.6%+1.4 pts vs prior0.0%No change vs prior
app_typecheck200+42% vs prior155 ms-4% vs prior20 sNo change vs prior0.0%No change vs prior0.0%No change vs prior
app_update_kit4No prior data4.3 sNo prior timing13 sNo prior timing0.0%No prior data0.0%No prior data
publish_flow14+600% vs prior728 ms+6% vs prior12 s+1571% vs prior14.3%+14.3 pts vs prior0.0%No change vs prior
load_office_document27+93% vs prior1.0 s+2571% vs prior9.5 s+524% vs prior29.6%-56.1 pts vs prior0.0%No change vs prior
mutate_database43+26% vs prior281 ms-40% vs prior9.1 s-10% vs prior0.0%No change vs prior0.0%No change vs prior
create_app8+167% vs prior3.1 s-16% vs prior8.4 s+118% vs prior0.0%No change vs prior0.0%No change vs prior
app_edit_file1,104+74% vs prior1.5 s+53% vs prior6.9 s+18% vs prior0.6%+0.5 pts vs prior0.0%No change vs prior
app_shell498+82% vs prior1.2 s-6% vs prior6.5 s-52% vs prior0.4%-0.3 pts vs prior0.0%No change vs prior
app_write_file97+185% vs prior1.5 s+118% vs prior5.5 s+127% vs prior0.0%No change vs prior0.0%No change vs prior
app_delete_file10+900% vs prior781 ms+78% vs prior5.4 s+1133% vs prior0.0%No change vs prior0.0%No change vs prior
query_database_data473+134% vs prior267 msNo change vs prior3.6 s+191% vs prior8.2%-5.1 pts vs prior0.0%No change vs prior
mutate_schema5+400% vs prior1.9 s+4800% vs prior2.9 s+7441% vs prior0.0%No change vs prior0.0%No change vs prior
save_attachment_to_workspace3-40% vs prior350 msNew activity vs prior2.6 sNew activity vs prior0.0%-100.0 pts vs prior0.0%No change vs prior
officecli_status10+900% vs prior708 ms-46% vs prior2.6 s+98% vs prior0.0%No change vs prior0.0%No change vs prior
search_files5+400% vs prior2.4 s+322% vs prior2.5 s+342% vs prior0.0%No change vs prior0.0%No change vs prior
upload_workspace_file25+400% vs prior1.0 s+2% vs prior2.4 s+82% vs prior0.0%No change vs prior0.0%No change vs prior
list_files13+333% vs prior96 ms-72% vs prior2.4 s+10% vs prior0.0%No change vs prior0.0%No change vs prior
look_at_map13No prior data952 msNo prior timing2.3 sNo prior timing30.8%No prior data0.0%No prior data
read_file151+278% vs prior107 ms-15% vs prior2.0 s-13% vs prior0.7%+0.7 pts vs prior0.0%No change vs prior
app_run_data_request161+19% vs prior398 ms-30% vs prior1.9 s+139% vs prior0.0%No change vs prior0.0%No change vs prior
update_map8No prior data662 msNo prior timing1.6 sNo prior timing37.5%No prior data0.0%No prior data
hcss_api40+264% vs prior272 ms+20% vs prior1.3 s+284% vs prior0.0%-9.1 pts vs prior0.0%No change vs prior
app_read_file1,287+112% vs prior322 ms-57% vs prior1.2 s-19% vs prior0.8%-0.2 pts vs prior0.0%No change vs prior
resolve_documents_by_name60+200% vs prior215 ms-42% vs prior1.2 s+23% vs prior8.3%+8.3 pts vs prior0.0%No change vs prior
update_canvas25-46% vs prior457 ms-7% vs prior1.1 s+8% vs prior0.0%No change vs prior0.0%No change vs prior
app_list_files53+308% vs prior124 ms+19% vs prior869 ms-49% vs prior3.8%+3.8 pts vs prior0.0%No change vs prior
app_dev_server_log192+27% vs prior130 ms+2% vs prior837 ms-10% vs prior0.0%No change vs prior0.0%No change vs prior
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
apply_page_layout_ops5-17% vs prior470 ms+23400% vs prior736 ms+66% vs prior0.0%-50.0 pts vs prior0.0%No change vs prior
get_hcss_connections3-25% vs prior550 ms-22% vs prior735 ms-70% vs prior0.0%No change vs prior0.0%No change vs prior
manage_sharing1-80% vs prior625 ms+63% vs prior625 ms-52% vs prior0.0%-20.0 pts vs prior0.0%No change vs prior
create_database_view5-17% vs prior490 ms+17% vs prior599 ms-6% vs prior20.0%+3.3 pts vs prior0.0%No change vs prior
search_notes13-38% vs prior440 ms-5% vs prior598 ms+9% vs prior0.0%No change vs prior0.0%No change vs prior
create_dashboard_view6No prior data526 msNo prior timing590 msNo prior timing0.0%No prior data0.0%No prior data
save_flow40+700% vs prior286 ms-14% vs prior581 ms-20% vs prior2.5%+2.5 pts vs prior0.0%No change vs prior
get_database_view47-2% vs prior320 ms+28% vs prior555 ms-8% vs prior19.1%-10.0 pts vs prior0.0%No change vs prior
build_app32+191% vs prior452 ms+3% vs prior546 ms+1% vs prior3.1%-15.1 pts vs prior0.0%No change vs prior
get_flow34No prior data319 msNo prior timing390 msNo prior timing0.0%No prior data0.0%No prior data
query_mentioned_document252+163% vs prior178 ms+1% vs prior382 ms-72% vs prior6.3%-2.0 pts vs prior0.0%No change vs prior
app_attach_flow2No prior data339 msNo prior timing346 msNo prior timing0.0%No prior data0.0%No prior data
save_agent2No prior data329 msNo prior timing342 msNo prior timing0.0%No prior data0.0%No prior data
set_flow_enabled3No prior data326 msNo prior timing336 msNo prior timing0.0%No prior data0.0%No prior data
write_file15+36% vs prior103 ms-8% vs prior317 ms-4% vs prior0.0%No change vs prior0.0%No change vs prior
get_page_layout34+6% vs prior106 ms-45% vs prior303 ms+1% vs prior52.9%+9.2 pts vs prior0.0%No change vs prior
get_integration1No prior data291 msNo prior timing291 msNo prior timing0.0%No prior data0.0%No prior data
app_list_flow_bindings8No prior data235 msNo prior timing289 msNo prior timing0.0%No prior data0.0%No prior data
update_memory12+200% vs prior190 ms-14% vs prior281 ms+1% vs prior0.0%No change vs prior0.0%No change vs prior
edit_document_notes4-60% vs prior206 ms+4% vs prior266 ms-2% vs prior0.0%No change vs prior0.0%No change vs prior
get_team_collections16+60% vs prior1 msNo change vs prior264 ms+37% vs prior0.0%No change vs prior0.0%No change vs prior
get_flow_runs6No prior data221 msNo prior timing263 msNo prior timing0.0%No prior data0.0%No prior data
write_field_estimate3No prior data250 msNo prior timing250 msNo prior timing0.0%No prior data0.0%No prior data
list_flows8No prior data179 msNo prior timing231 msNo prior timing0.0%No prior data0.0%No prior data
deep_research1No change vs prior214 msNo change vs prior214 msNo change vs prior0.0%No change vs prior0.0%No change vs prior
get_document_notes20+33% vs prior169 ms+1% vs prior211 ms+7% vs prior0.0%No change vs prior0.0%No change vs prior
get_flow_run40No prior data144 msNo prior timing190 msNo prior timing2.5%No prior data0.0%No prior data
search_document97+52% vs prior102 ms-28% vs prior176 ms-18% vs prior30.9%+30.9 pts vs prior0.0%No change vs prior
revise_sync_map1No change vs prior174 ms-89% vs prior174 ms-89% vs prior100.0%+100.0 pts vs prior0.0%No change vs prior
get_collection_fields158+25% vs prior2 msNo change vs prior164 ms+3180% vs prior0.0%No change vs prior0.0%No change vs prior
save_skill1No prior data150 msNo prior timing150 msNo prior timing0.0%No prior data0.0%No prior data
read_tool_result111+66% vs prior0 ms-100% vs prior138 ms+35% vs prior9.9%+9.9 pts vs prior0.0%No change vs prior
get_document_page73-13% vs prior75 ms-4% vs prior116 ms-23% vs prior0.0%No change vs prior0.0%No change vs prior
plan_import3No prior data37 msNo prior timing87 msNo prior timing66.7%No prior data0.0%No prior data
update_pdf_layers1No prior data75 msNo prior timing75 msNo prior timing100.0%No prior data0.0%No prior data
check_capabilities64+121% vs prior1 ms-50% vs prior3 msNo change vs prior0.0%No change vs prior0.0%No change vs prior
web_search9-18% vs prior—Not instrumented—Not instrumented0.0%No change vs prior0.0%No change vs prior
connect_integration2No prior data—Not instrumented—Not instrumented100.0%No prior data0.0%No prior data
render_pdf_region1-50% vs prior—Not instrumented—Not instrumented100.0%+100.0 pts vs prior0.0%No change vs prior

Failure codes

Operational failures only; NoResults is excluded.

InvalidArguments76
NotFound46
ProviderError30
Unknown23
Timeout22
Aborted2

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_flow_runHJC170 msOct 6, 8:24 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_XIZ…

Turn sequence

1 of 1

Turn state

Completed

check_capabilitiesHJC1 msOct 6, 8:04 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_Kbd…

Turn sequence

1 of 29

Turn state

Completed

get_team_collectionsHJC264 msOct 6, 8:04 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_wuO…

Turn sequence

2 of 29

Turn state

Completed

run_subagentsHJC18 sOct 6, 8:04 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_CS0…

Turn sequence

3 of 29

Turn state

Completed

get_collection_fieldsHJC2 msOct 6, 8:05 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_bnb…

Turn sequence

4 of 29

Turn state

Completed

search_documentHJC141 msOct 6, 8:05 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_pej…

Turn sequence

5 of 29

Turn state

Completed

resolve_documents_by_nameHJC154 msOct 6, 8:05 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_Jz2…

Turn sequence

6 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

query_database_dataHJC127 msOct 6, 8:05 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_dci…

Turn sequence

8 of 29

Turn state

Completed

app_read_fileHJC542 msOct 6, 8:05 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_lWd…

Turn sequence

9 of 29

Turn state

Completed

mutate_schemaHJC1.9 sOct 6, 8:06 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_u2J…

Turn sequence

10 of 29

Turn state

Completed

run_subagentsHJC2.6 minOct 6, 8:09 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_74S…

Turn sequence

11 of 29

Turn state

Completed

run_subagentsHJC60 sOct 6, 8:10 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_iwb…

Turn sequence

12 of 29

Turn state

Completed

app_read_fileHJC143 msOct 6, 8:10 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_MP8…

Turn sequence

13 of 29

Turn state

Completed

app_read_fileHJC149 msOct 6, 8:10 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_L6i…

Turn sequence

14 of 29

Turn state

Completed

app_read_fileHJC94 msOct 6, 8:10 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_EOP…

Turn sequence

15 of 29

Turn state

Completed

app_run_data_requestHJC428 msOct 6, 8:10 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_sDA…

Turn sequence

16 of 29

Turn state

Completed

app_read_fileHJC85 msOct 6, 8:10 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_Noe…

Turn sequence

17 of 29

Turn state

Completed

app_write_fileHJC1.8 sOct 6, 8:10 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_bhH…

Turn sequence

18 of 29

Turn state

Completed

app_edit_fileHJC1.1 sOct 6, 8:10 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_d4g…

Turn sequence

19 of 29

Turn state

Completed

app_edit_fileHJC831 msOct 6, 8:11 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_IHn…

Turn sequence

20 of 29

Turn state

Completed

app_edit_fileHJC1.0 sOct 6, 8:11 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_g70…

Turn sequence

21 of 29

Turn state

Completed

app_read_fileHJC79 msOct 6, 8:11 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_4Q3…

Turn sequence

22 of 29

Turn state

Completed

app_edit_fileHJC324 msOct 6, 8:11 PM UTC

Outcome

Success

Thread

ed7becf5…

Tool call

call_LFw…

Turn sequence

23 of 29

Turn state

Completed

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