Agent loop pressure
More turns are using five or more tools
96.6% now vs 93.2% previously (142 turns).
Inspect the affected turn sequences for repeated or avoidable tool selection.
InvestigateBidlo Status Frontend
Chat tool telemetry
Find slow, failing, and repetitive agent tools without exposing prompts, arguments, or outputs.
Detailed production timing active
6057 of 6122 saved tool calls include execution duration.
Tool calls
1.1K
+70% vs previous 7d147 saved production turns
p50 latency
1.7 s
+69% vs previous 7d1095 timed calls
p95 latency
6.9 s
+18% vs previous 7d1095 timed calls
Tool failures
0.6%
+0.5 pts vs previous 7d7 excluding NoResults
No result
0.0%
No change vs previous 7d0 product outcomes
Calls / turn
7.4
+36% vs previous 7d96.6% of turns at 5+ calls
What changed
Material regressions ranked by severity and affected call volume.
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
Oct 1Oct 4Oct 7
Payload pressure
How often results exceed the 20 KB inline cap.
5.0%
handle rows / all calls
307 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.
| Tool | Calls | p50 | p95 | Failures | No result |
|---|---|---|---|---|---|
| app_edit_file | 1,095+70% vs prior | 1.7 s+69% vs prior | 6.9 s+18% vs prior | 0.6%+0.5 pts vs prior | 0.0%No change vs prior |
Failure codes
Operational failures only; NoResults is excluded.
InvalidArguments7
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.
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_edit_fileHJC324 msOct 6, 8:11 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_LFw…
Turn sequence
23 of 29
Turn state
Completed
app_edit_fileHJC169 msOct 6, 8:11 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_p37…
Turn sequence
25 of 29
Turn state
Completed
app_edit_fileHJC1.9 sOct 6, 8:03 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_LWa…
Turn sequence
13 of 27
Turn state
Completed
app_edit_fileHJC833 msOct 6, 8:03 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_t2Q…
Turn sequence
14 of 27
Turn state
Completed
app_edit_fileHJC1.0 sOct 6, 8:03 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_uFQ…
Turn sequence
15 of 27
Turn state
Completed
app_edit_fileHJC833 msOct 6, 8:03 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_YIY…
Turn sequence
16 of 27
Turn state
Completed
app_edit_fileHJC854 msOct 6, 8:03 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_aY3…
Turn sequence
18 of 27
Turn state
Completed
app_edit_fileHJC990 msOct 6, 8:04 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_3jh…
Turn sequence
19 of 27
Turn state
Completed
app_edit_fileHJC980 msOct 6, 8:04 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_Vwc…
Turn sequence
20 of 27
Turn state
Completed
app_edit_fileHJC884 msOct 6, 8:04 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_lQC…
Turn sequence
21 of 27
Turn state
Completed
app_edit_fileHJC829 msOct 6, 8:04 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_h3j…
Turn sequence
22 of 27
Turn state
Completed
app_edit_fileHJC150 msOct 6, 8:04 PM UTC
Outcome
Success
Thread
ed7becf5…
Tool call
call_q9T…
Turn sequence
23 of 27
Turn state
Completed
app_edit_fileHJC1.7 sOct 6, 7:35 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_5XC…
Turn sequence
16 of 41
Turn state
Completed
app_edit_fileHJC1.5 sOct 6, 7:35 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_Yyh…
Turn sequence
17 of 41
Turn state
Completed
app_edit_fileHJC1.5 sOct 6, 7:35 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_M3v…
Turn sequence
18 of 41
Turn state
Completed
app_edit_fileHJC1.7 sOct 6, 7:35 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_QCD…
Turn sequence
19 of 41
Turn state
Completed
app_edit_fileHJC1.9 sOct 6, 7:36 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_Ue9…
Turn sequence
21 of 41
Turn state
Completed
app_edit_fileHJC1.8 sOct 6, 7:36 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_6q8…
Turn sequence
22 of 41
Turn state
Completed
app_edit_fileHJC1.8 sOct 6, 7:36 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_Fl9…
Turn sequence
23 of 41
Turn state
Completed
app_edit_fileHJC1.2 sOct 6, 7:36 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_Yym…
Turn sequence
24 of 41
Turn state
Completed
app_edit_fileHJC354 msOct 6, 7:36 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_iIi…
Turn sequence
25 of 41
Turn state
Completed