Agent loop pressure
More turns are using five or more tools
90.0% now vs 77.8% previously (9 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
6058 of 6123 saved tool calls include execution duration.
Tool calls
13
-38% vs previous 7d10 saved production turns
p50 latency
440 ms
-5% vs previous 7d13 timed calls
p95 latency
598 ms
+9% vs previous 7d13 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
-44% vs previous 7d90.0% 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 |
|---|---|---|---|---|---|
| search_notes | 13-38% vs prior | 440 ms-5% vs prior | 598 ms+9% vs prior | 0.0%No change vs prior | 0.0%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.
search_notesHJC469 msOct 6, 5:38 PM UTC
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
10 of 17
Turn state
Completed
search_notesHJC598 msOct 5, 8:38 PM UTC
Outcome
Success
Thread
bf677805…
Tool call
chatcmpl…
Turn sequence
4 of 20
Turn state
Completed
search_notesHJC443 msOct 5, 8:38 PM UTC
Outcome
Success
Thread
bf677805…
Tool call
chatcmpl…
Turn sequence
7 of 20
Turn state
Completed
search_notesHJC500 msOct 5, 5:49 PM UTC
Outcome
Success
Thread
d85df539…
Tool call
chatcmpl…
Turn sequence
11 of 12
Turn state
Completed
search_notesHJC440 msOct 3, 8:06 PM UTC
Outcome
Success
Thread
312f49c4…
Tool call
chatcmpl…
Turn sequence
2 of 2
Turn state
Completed
search_notesHJC401 msOct 2, 8:01 PM UTC
Outcome
Success
Thread
8d6df445…
Tool call
chatcmpl…
Turn sequence
3 of 19
Turn state
Completed
search_notesHJC448 msOct 2, 8:02 PM UTC
Outcome
Success
Thread
8d6df445…
Tool call
chatcmpl…
Turn sequence
6 of 19
Turn state
Completed
search_notesHJC430 msOct 2, 8:02 PM UTC
Outcome
Success
Thread
8d6df445…
Tool call
chatcmpl…
Turn sequence
8 of 19
Turn state
Completed
search_notesHJC412 msOct 2, 7:57 PM UTC
Outcome
Success
Thread
c1a79eab…
Tool call
chatcmpl…
Turn sequence
14 of 28
Turn state
Completed
search_notesHJC537 msOct 2, 7:47 PM UTC
Outcome
Success
Thread
c1a79eab…
Tool call
chatcmpl…
Turn sequence
4 of 24
Turn state
Completed
search_notesRagle440 msSep 30, 8:05 PM UTC
Outcome
Success
Thread
3613dd75…
Tool call
call_Hip…
Turn sequence
7 of 19
Turn state
Completed
search_notesHJC417 msSep 30, 7:11 PM UTC
Outcome
Success
Thread
4cf27f28…
Tool call
chatcmpl…
Turn sequence
22 of 27
Turn state
Completed
search_notesHJC388 msSep 30, 6:19 PM UTC
Outcome
Success
Thread
6719d8ef…
Tool call
chatcmpl…
Turn sequence
2 of 5
Turn state
Completed