Reliability regression
read_tool_result failures increased
9.9% now vs 0.0% previously across 111 calls; NotFound is the leading code.
Inspect recent failures, then check the tool handler and upstream dependency logs.
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
111
+66% vs previous 7d39 saved production turns
p50 latency
0 ms
-100% vs previous 7d111 timed calls
p95 latency
138 ms
+35% vs previous 7d111 timed calls
Tool failures
9.9%
+9.9 pts vs previous 7d11 excluding NoResults
No result
0.0%
No change vs previous 7d0 product outcomes
Calls / turn
2.8
+40% vs previous 7d97.4% of turns at 5+ calls
What changed
Material regressions ranked by severity and affected call volume.
Latency regression
read_tool_result p95 slowed 35%
138 ms now vs 102 ms previously across 111 calls.
Open the tool view and inspect the slowest recent calls for a repeatable bottleneck.
InvestigateAgent loop pressure
More turns are using five or more tools
97.4% now vs 87.9% previously (38 turns).
Inspect the affected turn sequences for repeated or avoidable tool selection.
InvestigateRegression 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 |
|---|---|---|---|---|---|
| read_tool_result | 111+66% vs prior | 0 ms-100% vs prior | 138 ms+35% vs prior | 9.9%+9.9 pts vs prior | 0.0%No change vs prior |
Failure codes
Operational failures only; NoResults is excluded.
NotFound11
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.
read_tool_resultHJC146 msOct 6, 7:36 PM UTC
Outcome
Success
Thread
b612fa70…
Tool call
call_kuh…
Turn sequence
28 of 41
Turn state
Completed
read_tool_resultHJC0 msOct 6, 6:08 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_Vz3…
Turn sequence
12 of 28
Turn state
Completed
read_tool_resultHJC0 msOct 6, 6:09 PM UTC
Outcome
Success
Thread
50ac87df…
Tool call
call_TKo…
Turn sequence
17 of 28
Turn state
Completed
read_tool_resultHJC164 msOct 5, 9:24 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_kbx…
Turn sequence
18 of 49
Turn state
Completed
read_tool_resultHJC99 msOct 5, 9:24 PM UTC
Outcome
Success
Thread
8baa70ed…
Tool call
call_7EG…
Turn sequence
19 of 49
Turn state
Completed
read_tool_resultHJC0 msOct 5, 8:06 PM UTC
Outcome
Success
Thread
215345f3…
Tool call
chatcmpl…
Turn sequence
19 of 38
Turn state
Completed
read_tool_resultHJC0 msOct 5, 8:06 PM UTC
Outcome
Success
Thread
215345f3…
Tool call
chatcmpl…
Turn sequence
20 of 38
Turn state
Completed
read_tool_resultHJC0 msOct 5, 8:07 PM UTC
Outcome
Success
Thread
215345f3…
Tool call
chatcmpl…
Turn sequence
29 of 38
Turn state
Completed
read_tool_resultHJC0 msOct 5, 8:08 PM UTC
Outcome
Success
Thread
215345f3…
Tool call
chatcmpl…
Turn sequence
30 of 38
Turn state
Completed
read_tool_resultHJC0 msOct 5, 8:08 PM UTC
Outcome
Success
Thread
215345f3…
Tool call
chatcmpl…
Turn sequence
32 of 38
Turn state
Completed
read_tool_resultTexas Materials1 msOct 5, 8:01 PM UTC
Outcome
Success
Thread
464fa3c3…
Tool call
call_ZiC…
Turn sequence
3 of 18
Turn state
Completed
read_tool_resultHJC34 msOct 5, 7:31 PM UTC
Outcome
NotFound
Thread
10f9fa7b…
Tool call
call_MQj…
Turn sequence
8 of 11
Turn state
Completed
read_tool_resultRagle62 msOct 5, 4:20 PM UTC
Outcome
Success
Thread
a7a7a1cd…
Tool call
call_Yqz…
Turn sequence
1 of 13
Turn state
Completed
read_tool_resultHJC1 msOct 5, 10:21 AM UTC
Outcome
Success
Thread
ca157012…
Tool call
chatcmpl…
Turn sequence
21 of 33
Turn state
Completed
read_tool_resultHJC0 msOct 5, 10:21 AM UTC
Outcome
Success
Thread
ca157012…
Tool call
chatcmpl…
Turn sequence
24 of 33
Turn state
Completed
read_tool_resultHJC0 msOct 5, 10:22 AM UTC
Outcome
Success
Thread
ca157012…
Tool call
chatcmpl…
Turn sequence
28 of 33
Turn state
Completed
read_tool_resultHJC1 msOct 4, 6:51 PM UTC
Outcome
Success
Thread
913d4f54…
Tool call
chatcmpl…
Turn sequence
3 of 16
Turn state
Completed
read_tool_resultHJC0 msOct 4, 6:47 PM UTC
Outcome
Success
Thread
913d4f54…
Tool call
chatcmpl…
Turn sequence
13 of 22
Turn state
Completed
read_tool_resultHJC0 msOct 4, 6:47 PM UTC
Outcome
Success
Thread
913d4f54…
Tool call
chatcmpl…
Turn sequence
14 of 22
Turn state
Completed
read_tool_resultHJC0 msOct 4, 3:25 PM UTC
Outcome
Success
Thread
94d1ea5b…
Tool call
chatcmpl…
Turn sequence
15 of 21
Turn state
Completed
read_tool_resultBidlo1 msOct 2, 11:57 PM UTC
Outcome
Success
Thread
593e57f5…
Tool call
call_Oe3…
Turn sequence
6 of 8
Turn state
Completed
read_tool_resultHJC1 msOct 2, 7:55 PM UTC
Outcome
Success
Thread
c1a79eab…
Tool call
chatcmpl…
Turn sequence
2 of 28
Turn state
Completed
read_tool_resultHJC0 msOct 2, 7:55 PM UTC
Outcome
Success
Thread
c1a79eab…
Tool call
chatcmpl…
Turn sequence
3 of 28
Turn state
Completed
read_tool_resultHJC0 msOct 2, 7:55 PM UTC
Outcome
Success
Thread
c1a79eab…
Tool call
chatcmpl…
Turn sequence
4 of 28
Turn state
Completed