Agent loop pressure
More turns are using five or more tools
88.9% now vs 79.2% previously (88 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
6101 of 6166 saved tool calls include execution duration.
Tool calls
253
+164% vs previous 7d99 saved production turns
p50 latency
178 ms
+1% vs previous 7d251 timed calls
p95 latency
382 ms
-72% vs previous 7d251 timed calls
Tool failures
6.3%
-2.0 pts vs previous 7d16 excluding NoResults
No result
0.0%
No change vs previous 7d0 product outcomes
Calls / turn
2.6
+41% vs previous 7d88.9% 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
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.
| Tool | Calls | p50 | p95 | Failures | No result |
|---|---|---|---|---|---|
| query_mentioned_document | 253+164% vs prior | 178 ms+1% vs prior | 382 ms-72% vs prior | 6.3%-2.0 pts vs prior | 0.0%No change vs prior |
Failure codes
Operational failures only; NoResults is excluded.
NotFound14
InvalidArguments2
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.
query_mentioned_documentTexas Materials82 msOct 7, 11:51 AM UTC
Outcome
Success
Thread
3f067197…
Tool call
call_Tvu…
Turn sequence
1 of 1
Turn state
Completed
query_mentioned_documentHJC260 msOct 6, 7:22 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_s9Z…
Turn sequence
9 of 24
Turn state
Completed
query_mentioned_documentHJC254 msOct 6, 7:09 PM UTC
Outcome
Success
Thread
91821b64…
Tool call
chatcmpl…
Turn sequence
4 of 15
Turn state
Completed
query_mentioned_documentHJC177 msOct 6, 7:10 PM UTC
Outcome
Success
Thread
91821b64…
Tool call
chatcmpl…
Turn sequence
5 of 15
Turn state
Completed
query_mentioned_documentHJC303 msOct 6, 6:54 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_oCM…
Turn sequence
5 of 5
Turn state
Completed
query_mentioned_documentHJC251 msOct 6, 6:52 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_Gsy…
Turn sequence
3 of 4
Turn state
Completed
query_mentioned_documentHJC303 msOct 6, 6:52 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_hKC…
Turn sequence
4 of 4
Turn state
Completed
query_mentioned_documentHJC272 msOct 6, 6:50 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_CqA…
Turn sequence
1 of 1
Turn state
Completed
query_mentioned_documentHJC260 msOct 6, 6:44 PM UTC
Outcome
Success
Thread
d41e378a…
Tool call
call_VjB…
Turn sequence
8 of 29
Turn state
Completed
query_mentioned_documentHJC333 msOct 6, 6:12 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_Rma…
Turn sequence
2 of 21
Turn state
Completed
query_mentioned_documentHJC226 msOct 6, 6:13 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_7DX…
Turn sequence
20 of 21
Turn state
Completed
query_mentioned_documentHJC132 msOct 6, 6:08 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_NjD…
Turn sequence
2 of 28
Turn state
Completed
query_mentioned_documentHJC76 msOct 6, 6:10 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_Gkr…
Turn sequence
27 of 28
Turn state
Completed
query_mentioned_documentHJC238 msOct 6, 6:10 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_UVH…
Turn sequence
28 of 28
Turn state
Completed
query_mentioned_documentHJC179 msOct 6, 6:04 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_qui…
Turn sequence
2 of 13
Turn state
Completed
query_mentioned_documentHJC178 msOct 6, 6:04 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_bDp…
Turn sequence
5 of 13
Turn state
Completed
query_mentioned_documentHJC181 msOct 6, 5:58 PM UTC
Outcome
Success
Thread
7839e632…
Tool call
call_YrY…
Turn sequence
4 of 15
Turn state
Completed
query_mentioned_documentHJC184 msOct 6, 5:58 PM UTC
Outcome
Success
Thread
7839e632…
Tool call
call_drg…
Turn sequence
6 of 15
Turn state
Completed
query_mentioned_documentHJC184 msOct 6, 5:37 PM UTC
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
3 of 17
Turn state
Completed
query_mentioned_documentHJC191 msOct 6, 5:38 PM UTC
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
9 of 17
Turn state
Completed
query_mentioned_documentHJC225 msOct 6, 5:39 PM UTC
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
12 of 17
Turn state
Completed
query_mentioned_documentBidlo286 msOct 6, 4:09 PM UTC
Outcome
Success
Thread
20a1bcaf…
Tool call
call_pU9…
Turn sequence
2 of 23
Turn state
Completed
query_mentioned_documentBidlo177 msOct 6, 4:11 PM UTC
Outcome
Success
Thread
20a1bcaf…
Tool call
call_yhA…
Turn sequence
14 of 23
Turn state
Completed
query_mentioned_documentHJC83 msOct 6, 4:05 PM UTC
Outcome
Success
Thread
1a4e54dc…
Tool call
call_CQW…
Turn sequence
8 of 20
Turn state
Completed