Agent loop pressure
More turns are using five or more tools
93.1% now vs 55.6% previously (27 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
43
+26% vs previous 7d29 saved production turns
p50 latency
281 ms
-40% vs previous 7d43 timed calls
p95 latency
9.1 s
-10% vs previous 7d43 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
1.5
+18% vs previous 7d93.1% 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 |
|---|---|---|---|---|---|
| mutate_database | 43+26% vs prior | 281 ms-40% vs prior | 9.1 s-10% 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.
mutate_databaseHJC3.7 sOct 6, 6:13 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_Qnv…
Turn sequence
18 of 21
Turn state
Completed
mutate_databaseHJC967 msOct 6, 6:13 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_baH…
Turn sequence
19 of 21
Turn state
Completed
mutate_databaseHJC281 msOct 6, 6:10 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_krq…
Turn sequence
26 of 28
Turn state
Completed
mutate_databaseTRP 2362 msOct 6, 1:42 PM UTC
Outcome
Success
Thread
d7e232c7…
Tool call
call_H5q…
Turn sequence
5 of 11
Turn state
Completed
mutate_databaseTRP 2234 msOct 6, 1:42 PM UTC
Outcome
Success
Thread
d7e232c7…
Tool call
call_1Sg…
Turn sequence
9 of 11
Turn state
Completed
mutate_databaseHJC279 msOct 6, 1:41 PM UTC
Outcome
Success
Thread
c7fc0fa0…
Tool call
chatcmpl…
Turn sequence
5 of 5
Turn state
Completed
mutate_databaseTRP 2950 msOct 6, 12:22 PM UTC
Outcome
Success
Thread
d7e232c7…
Tool call
call_Gpj…
Turn sequence
37 of 70
Turn state
Completed
mutate_databaseTRP 2272 msOct 6, 12:26 PM UTC
Outcome
Success
Thread
d7e232c7…
Tool call
call_UQ3…
Turn sequence
66 of 70
Turn state
Completed
mutate_databaseHJC245 msOct 5, 11:21 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_Ke9…
Turn sequence
22 of 23
Turn state
Completed
mutate_databaseHJC2 msOct 5, 9:25 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_VJ2…
Turn sequence
22 of 49
Turn state
Completed
mutate_databaseHJC267 msOct 5, 9:26 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_RDK…
Turn sequence
33 of 49
Turn state
Completed
mutate_databaseHJC255 msOct 5, 8:17 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_WUQ…
Turn sequence
21 of 22
Turn state
Completed
mutate_databaseHJC238 msOct 5, 8:08 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_Jlp…
Turn sequence
22 of 25
Turn state
Completed
mutate_databaseHJC266 msOct 5, 7:47 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_hFh…
Turn sequence
27 of 31
Turn state
Completed
mutate_databaseHJC398 msOct 5, 7:32 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_mFg…
Turn sequence
30 of 48
Turn state
Completed
mutate_databaseHJC242 msOct 5, 7:34 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_pR3…
Turn sequence
37 of 48
Turn state
Completed
mutate_databaseHJC1.5 sOct 5, 6:18 PM UTC
Outcome
Success
Thread
d85df539…
Tool call
chatcmpl…
Turn sequence
3 of 5
Turn state
Completed
mutate_databaseBidlo176 msOct 5, 10:37 AM UTC
Outcome
Success
Thread
bcaf9d77…
Tool call
call_C9D…
Turn sequence
6 of 7
Turn state
Completed
mutate_databaseHJC1.3 sOct 4, 5:02 PM UTC
Outcome
Success
Thread
e1179f50…
Tool call
call_qQv…
Turn sequence
11 of 15
Turn state
Completed
mutate_databaseHJC3.6 sOct 4, 4:58 PM UTC
Outcome
Success
Thread
e1179f50…
Tool call
call_eyY…
Turn sequence
5 of 8
Turn state
Completed
mutate_databaseHJC786 msOct 4, 4:54 PM UTC
Outcome
Success
Thread
e1179f50…
Tool call
call_IOm…
Turn sequence
10 of 16
Turn state
Completed
mutate_databaseHJC95 msOct 4, 4:10 PM UTC
Outcome
Success
Thread
94d1ea5b…
Tool call
chatcmpl…
Turn sequence
1 of 2
Turn state
Completed
mutate_databaseBidlo201 msOct 3, 5:56 AM UTC
Outcome
Success
Thread
ca4baa17…
Tool call
call_ryt…
Turn sequence
5 of 6
Turn state
Completed
mutate_databaseBidlo125 msOct 3, 5:52 AM UTC
Outcome
Success
Thread
ca4baa17…
Tool call
call_lLu…
Turn sequence
5 of 6
Turn state
Completed