Agent loop pressure
More turns are using five or more tools
82.6% now vs 66.7% previously (19 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
47
-2% vs previous 7d23 saved production turns
p50 latency
320 ms
+28% vs previous 7d44 timed calls
p95 latency
555 ms
-8% vs previous 7d44 timed calls
Tool failures
19.1%
-10.0 pts vs previous 7d9 excluding NoResults
No result
0.0%
No change vs previous 7d0 product outcomes
Calls / turn
2.0
+28% vs previous 7d82.6% 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 |
|---|---|---|---|---|---|
| get_database_view | 47-2% vs prior | 320 ms+28% vs prior | 555 ms-8% vs prior | 19.1%-10.0 pts vs prior | 0.0%No change vs prior |
Failure codes
Operational failures only; NoResults is excluded.
InvalidArguments5
NotFound4
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.
get_database_viewHJC275 msOct 6, 7:09 PM UTC
Outcome
Success
Thread
91821b64…
Tool call
chatcmpl…
Turn sequence
2 of 15
Turn state
Completed
get_database_viewHJC365 msOct 6, 7:10 PM UTC
Outcome
Success
Thread
91821b64…
Tool call
chatcmpl…
Turn sequence
7 of 15
Turn state
Completed
get_database_viewHJC173 msOct 6, 7:10 PM UTC
Outcome
NotFound
Thread
91821b64…
Tool call
chatcmpl…
Turn sequence
8 of 15
Turn state
Completed
get_database_viewHJC433 msOct 6, 6:54 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_jwi…
Turn sequence
3 of 5
Turn state
Completed
get_database_viewHJC217 msOct 6, 6:37 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_5sw…
Turn sequence
1 of 1
Turn state
Completed
get_database_viewHJC417 msOct 6, 5:37 PM UTC
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
1 of 17
Turn state
Completed
get_database_viewHJC286 msOct 6, 5:37 PM UTC
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
5 of 17
Turn state
Completed
get_database_viewHJC183 msOct 6, 5:37 PM UTC
Outcome
NotFound
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
6 of 17
Turn state
Completed
get_database_viewHJC252 msOct 6, 5:38 PM UTC
Outcome
Success
Thread
eac20ce4…
Tool call
chatcmpl…
Turn sequence
8 of 17
Turn state
Completed
get_database_viewTRP 2140 msOct 6, 1:59 PM UTC
Outcome
Success
Thread
09a6f0d4…
Tool call
call_JQd…
Turn sequence
27 of 58
Turn state
Completed
get_database_viewTRP 2226 msOct 6, 12:23 PM UTC
Outcome
Success
Thread
d7e232c7…
Tool call
call_4uL…
Turn sequence
41 of 70
Turn state
Completed
get_database_viewTRP 2132 msOct 6, 12:26 PM UTC
Outcome
Success
Thread
d7e232c7…
Tool call
call_jmr…
Turn sequence
69 of 70
Turn state
Completed
get_database_viewHJC172 msOct 5, 8:39 PM UTC
Outcome
InvalidArguments
Thread
bf677805…
Tool call
chatcmpl…
Turn sequence
13 of 20
Turn state
Completed
get_database_viewHJC216 msOct 5, 8:39 PM UTC
Outcome
Success
Thread
bf677805…
Tool call
chatcmpl…
Turn sequence
14 of 20
Turn state
Completed
get_database_viewHJC233 msOct 5, 8:39 PM UTC
Outcome
Success
Thread
bf677805…
Tool call
chatcmpl…
Turn sequence
15 of 20
Turn state
Completed
get_database_viewHJC214 msOct 5, 7:35 PM UTC
Outcome
InvalidArguments
Thread
10f9fa7b…
Tool call
call_hPD…
Turn sequence
1 of 3
Turn state
Completed
get_database_viewHJC382 msOct 5, 1:53 PM UTC
Outcome
Incomplete
Thread
921b777f…
Tool call
chatcmpl…
Turn sequence
5 of 11
Turn state
Incomplete
get_database_viewHJC188 msOct 5, 1:54 PM UTC
Outcome
Incomplete
Thread
921b777f…
Tool call
chatcmpl…
Turn sequence
9 of 11
Turn state
Incomplete
get_database_viewHJC359 msOct 5, 1:54 PM UTC
Outcome
Incomplete
Thread
921b777f…
Tool call
chatcmpl…
Turn sequence
10 of 11
Turn state
Incomplete
get_database_viewHJC426 msOct 4, 8:49 PM UTC
Outcome
Success
Thread
913d4f54…
Tool call
chatcmpl…
Turn sequence
12 of 15
Turn state
Completed
get_database_viewHJC186 msOct 4, 6:37 PM UTC
Outcome
InvalidArguments
Thread
913d4f54…
Tool call
chatcmpl…
Turn sequence
10 of 10
Turn state
Completed
get_database_viewHJC177 msOct 3, 4:54 PM UTC
Outcome
InvalidArguments
Thread
fd14dc19…
Tool call
chatcmpl…
Turn sequence
1 of 6
Turn state
Completed
get_database_viewHJC186 msOct 2, 7:56 PM UTC
Outcome
NotFound
Thread
c1a79eab…
Tool call
chatcmpl…
Turn sequence
10 of 28
Turn state
Completed
get_database_viewHJC238 msOct 2, 7:57 PM UTC
Outcome
NotFound
Thread
c1a79eab…
Tool call
chatcmpl…
Turn sequence
16 of 28
Turn state
Completed