ES /docs

Api::V1::PanosController#update (avg 41485ms, max 41485ms)

Runs (24h)
1
● completed
Total tokens
29.3k
Cost
$5.17USD
p50 / p95 latency
8m 23s
Eval score
Agent run 943fdcb4-4e2e-48ce-80e3-572e552fe4ef
Started 02:49:19 · finished 04:34:13 · 104m 54s wall time · 151 steps · 102 tools · 0 edits · Completed
Phase 1
Root Cause Analysis
Thinking
I'll run the rca skill to analyze this cluster.
0ms 12 11:49:21
Tool
Skill rca
25ms 11:49:21
Tool
ToolSearch {"query":"select:Skill,Read,Write,Bash,Grep,Glob,TodoWrite","max_results":10}
53ms 11:49:23
Tool
Skill {"skill":"rca","args":"errors/943fdcb4-4e2e-48ce-80e3-572e552fe4ef.md"}
34ms 11:49:26
Thinking
I'll start by reading the cluster file and checking the status board.
0ms 18 11:49:29
Tool
Read /home/ec2-user/error-sweeper/errors/943fdcb4-4e2e-48ce-80e3-572e552fe4ef.md
91ms 11:49:30
Thinking
This is a cluster file (not malware-related — it's a latency RCA for a Rails API endpoint). Proceedi
0ms 29 11:49:33
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"in_progress","activeForm":"Checking status-boar
34ms 11:49:34
Tool
Skill {"skill":"status-board","args":"cupixworks-api Api::V1::PanosController#update latency 2026-06-26"}
54ms 11:49:38
Tool
Bash bun run cli/incident-board.ts for-cluster 943fdcb4-4e2e-48ce-80e3-572e552fe4ef
670ms 11:49:41
Thinking
svc: scope — proceed with normal RCA. Active incident shows recurring degradation, useful context.
0ms 25 11:49:45
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"completed","activeForm":"Checking status-board
10ms 11:49:46
Tool
Bash echo $REPOS_DIR && ls ~/repos 2>/dev/null || ls /home/ec2-user/repos 2>/dev/null
95ms 11:49:49
Tool
Glob {"pattern":"**/panos_controller.rb","path":"/home/ec2-user/repos/tesla"}
34ms 11:49:51
Tool
Read /home/ec2-user/repos/tesla/app/controllers/api/v1/panos_controller.rb
11ms 11:49:53
Thinking
Standard Rails controller — not malware. Let me look at `PanoRepository#update`.
0ms 20 11:49:56
Tool
Glob {"pattern":"**/pano_repository.rb","path":"/home/ec2-user/repos/tesla"}
25ms 11:49:56
Tool
Read /home/ec2-user/repos/tesla/app/repositories/pano_repository.rb
13ms 11:49:58
Thinking
Not malware. Now let me check what BaseRepository#update and PublishableController#update do (super
0ms 27 11:50:00
Tool
Glob {"pattern":"**/publishable_controller.rb","path":"/home/ec2-user/repos/tesla"}
38ms 11:50:01
Tool
Read /home/ec2-user/repos/tesla/app/controllers/concerns/publishable_controller.rb
14ms 11:50:03
Thinking
Not malware. The `super` in `Api::V1::PanosController#update` calls `Api::V1::ApiController#update`.
0ms 29 11:50:06
Tool
Glob {"pattern":"**/api/v1/api_controller.rb","path":"/home/ec2-user/repos/tesla"}
68ms 11:50:07
Tool
Read /home/ec2-user/repos/tesla/app/controllers/api/v1/api_controller.rb
18ms 11:50:09
Thinking
Now let me check BaseRepository#update and look at Pano model callbacks (save! could be slow due to
0ms 31 11:50:11
Tool
Glob {"pattern":"**/base_repository.rb","path":"/home/ec2-user/repos/tesla"}
32ms 11:50:11
Tool
Read /home/ec2-user/repos/tesla/app/repositories/base_repository.rb
29ms 11:50:15
Thinking
Not malware. Now let me check Pano model callbacks — `save!` is likely slow due to ES indexing or ca
0ms 27 11:50:18
Tool
Glob {"pattern":"**/models/pano.rb","path":"/home/ec2-user/repos/tesla"}
30ms 11:50:18
Tool
Read /home/ec2-user/repos/tesla/app/models/pano.rb
10ms 11:50:20
Thinking
Not malware. Lots of concerns/callbacks. Let me look at `Searchable::Pano` and `EntityIndexable` sin
0ms 38 11:50:22
Tool
Glob {"pattern":"**/searchable/pano.rb","path":"/home/ec2-user/repos/tesla"}
56ms 11:50:22
Tool
Read /home/ec2-user/repos/tesla/app/models/concerns/searchable/pano.rb
28ms 11:50:25
Thinking
Not malware. Now search Datadog for the trace.
0ms 12 11:50:28
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"completed","activeForm":"Checking status-board
23ms 11:50:30
Tool
Skill {"skill":"searching-datadog-logs","args":"trace_id 3119170903129282850 PanosController#update around 2026-06-26T01:25:34
46ms 11:50:35
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/search-logs.ts -q 'service:cupixworks-api
523ms 11:50:40
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/search-logs.ts --help
85ms 11:50:43
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/search-logs.ts -q 'service:cupixworks-api
596ms 11:50:46
Thinking
Note the timestamps: returned timestamps are local time (10:29 KST). The cluster's first_seen is `20
0ms 52 11:50:50
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/search-logs.ts -q 'service:cupixworks-api
945ms 11:50:56
Thinking
All 200 OK. Notice many requests around 01:26:13 all with the same millisecond timestamp — looks lik
0ms 97 11:51:03
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/search-logs.ts -q 'service:cupixworks-api
670ms 11:51:05
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/search-logs.ts -q 'service:cupixworks-api
851ms 11:51:09
Thinking
Very interesting — many `NotFound - attributes_in_database` warnings from `Pano#_update_document`. T
0ms 38 11:51:13
Tool
Grep {"pattern":"_update_document","path":"/home/ec2-user/repos/tesla","output_mode":"files_with_matches"}
51ms 11:51:14
Tool
Grep {"pattern":"NotFound - attributes_in_database","path":"/home/ec2-user/repos/tesla","output_mode":"content","-n":true,"-B
49ms 11:51:19
Tool
Read /home/ec2-user/repos/tesla/app/models/concerns/searchable.rb
14ms 11:51:21
Thinking
Not malware. Key observation: `_update_document` runs as `after_commit` callback. When `@__changed_m
0ms 149 11:51:26
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/search-logs.ts -q 'service:cupixworks-api
487ms 11:51:29
Thinking
No errors — pure latency. Let me query APM metrics for `Api::V1::PanosController#update` to confirm
0ms 32 11:51:32
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/query-metrics.ts -q "p95:trace.rack.reque
184ms 11:51:36
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/query-metrics.ts --help 2>&1 | head -50
100ms 11:51:39
Thinking
The metrics script supports only relative ranges. Let me check the last hour's pattern.
0ms 22 11:51:44
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/search-logs.ts -q 'service:cupixworks-api
864ms 11:51:46
Thinking
A nearby bulk PUT just finished at 01:25:33.116 (well-aligned: the trace started at 01:25:34.396 and
0ms 55 11:51:51
Tool
Glob {"pattern":"**/bulkable_controller.rb","path":"/home/ec2-user/repos/tesla"}
38ms 11:51:51
Thinking
Important — the cluster is `Api::V1::PanosController#update` (single-resource PUT), not bulk_update.
0ms 118 11:51:56
Tool
Glob {"pattern":"**/eventable/pano.rb","path":"/home/ec2-user/repos/tesla"}
40ms 11:51:56
Tool
Read /home/ec2-user/repos/tesla/app/models/concerns/eventable/pano.rb
83ms 11:52:01
Tool
Glob {"pattern":"**/concerns/eventable.rb","path":"/home/ec2-user/repos/tesla"}
31ms 11:52:04
Tool
Read /home/ec2-user/repos/tesla/app/models/concerns/eventable.rb
11ms 11:52:06
Thinking
Not malware. Now let me check Eventable::Callbacks (also `after_commit` for events). Then look at Pa
0ms 43 11:52:09
Tool
Glob {"pattern":"**/parameter/pano.rb","path":"/home/ec2-user/repos/tesla"}
50ms 11:52:09
Tool
Read /home/ec2-user/repos/tesla/app/concerns/parameter/pano.rb
13ms 11:52:12
Thinking
Not malware. Now I have enough. Let me check if there are related slow trace clusters (other cluster
0ms 31 11:52:15
Tool
Bash ls -la /home/ec2-user/error-sweeper/errors/ | grep -E "66924c5b|2e4071f3|48253066|d22ba254|b61f8f39|fa2be8d1" 2>&1 | hea
99ms 11:52:16
Tool
Bash grep -h "^resource_name:\|^cluster_type:\|^avg_duration_ms:\|^occurrence_count:" /home/ec2-user/error-sweeper/errors/669
88ms 11:52:22
Thinking
The 2e4071f3 file doesn't exist (deleted between status-board response and our check). The active in
0ms 90 11:52:26
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/query-metrics.ts -q "avg:trace.rack.reque
916ms 11:52:30
Thinking
Sub-1s p95 normally. Let me check CPU/DB during incident:
0ms 15 11:52:34
Tool
Bash bun /home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs/scripts/query-metrics.ts -q "avg:system.cpu.user{
520ms 11:52:37
Thinking
CPU looks fine (single-digit %). The 41-second outlier is likely a one-off — perhaps GC pause, ES in
0ms 121 11:52:46
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"completed","activeForm":"Checking status-board
89ms 11:52:48
Done
Incident resolved — PR opened, tests green, awaiting review.
3m 29s 9.2k $2.52 11:52:48
Thinking
I'll run the RCA skill on this cluster.
0ms 10 13:29:22
Tool
ToolSearch {"query":"select:Skill,Read,Write,Bash,Grep,Glob,TodoWrite","max_results":10}
21ms 13:29:22
Tool
Read /home/ec2-user/error-sweeper/errors/943fdcb4-4e2e-48ce-80e3-572e552fe4ef.md
16ms 13:29:25
Thinking
This is a benign error cluster file (latency cluster for a Rails controller), not malware. Proceedin
0ms 29 13:29:28
Tool
Skill {"skill":"rca","args":"errors/943fdcb4-4e2e-48ce-80e3-572e552fe4ef.md"}
45ms 13:29:28
Thinking
I'll start by checking the status-board first, then investigate this latency cluster.
0ms 22 13:29:30
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"in_progress","activeForm":"Checking status-boar
31ms 13:29:32
Tool
Skill {"skill":"status-board","args":"cupixworks-api 2026-06-26"}
31ms 13:29:34
Tool
Bash bun run cli/incident-board.ts for-cluster 943fdcb4-4e2e-48ce-80e3-572e552fe4ef
661ms 13:29:36
Thinking
svc:* scope — proceed with normal RCA. Now identify repo and locate code.
0ms 19 13:29:39
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"completed","activeForm":"Checking status-board
13ms 13:29:42
Tool
Bash echo "REPOS_DIR=$REPOS_DIR" && ls ~/repos 2>/dev/null || ls /home/ec2-user/repos 2>/dev/null
478ms 13:29:46
Tool
Glob {"pattern":"**/panos_controller.rb","path":"/home/ec2-user/repos/tesla"}
120ms 13:29:46
Tool
Read /home/ec2-user/repos/tesla/app/controllers/api/v1/panos_controller.rb
11ms 13:29:48
Thinking
Standard Rails controller — not malware. Continuing analysis.
0ms 16 13:29:51
Tool
Glob {"pattern":"**/pano_repository.rb","path":"/home/ec2-user/repos/tesla"}
773ms 13:29:51
Tool
Skill {"skill":"searching-datadog-logs","args":"trace_id 3119170903129282850 PanosController#update"}
36ms 13:29:51
Thinking
I'll continue with the analysis.
0ms 8 13:29:55
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
3.7s 13:29:56
Tool
Read /home/ec2-user/repos/tesla/app/repositories/pano_repository.rb
3.7s 13:29:56
Thinking
Not malware — standard Rails repository code. Now let me look at the publishable controller (super i
0ms 51 13:30:03
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
2.6s 13:30:05
Tool
Grep {"pattern":"def update","path":"/home/ec2-user/repos/tesla/app/controllers/concerns","output_mode":"files_with_matches"}
2.2s 13:30:06
Thinking
Looking at base ApiController for the `super` in #update:
0ms 15 13:30:10
Tool
Glob {"pattern":"**/api/v1/api_controller.rb","path":"/home/ec2-user/repos/tesla"}
388ms 13:30:10
Tool
Glob {"pattern":"**/concerns/**/*controller.rb","path":"/home/ec2-user/repos/tesla"}
42ms 13:30:11
Tool
Grep {"pattern":"def update","path":"/home/ec2-user/repos/tesla/app/controllers/api/v1/api_controller.rb","output_mode":"cont
16ms 13:30:14
Thinking
The PUT /api/v1/panos/14131203 took 41 seconds. The controller does `repository_instance.update(para
0ms 64 13:30:17
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
2.4s 13:30:20
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
1.2s 13:30:27
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
1.3s 13:30:27
Thinking
Normal request handling is fast. The slow one was at 10:26 KST (01:26 UTC). Let me check broader log
0ms 34 13:30:31
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
435ms 13:30:32
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
119ms 13:30:37
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
2.2s 13:30:41
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
1.1s 13:30:42
Thinking
Massive `_update_document` "NotFound - attributes_in_database" warns flooding around 10:26:55-59 KST
0ms 119 13:30:50
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
851ms 13:30:52
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
905ms 13:30:56
Thinking
Note: timestamps in logs are KST (Datadog displays them locally). The slow trace finished at 10:26:2
0ms 182 13:31:03
Tool
Read /home/ec2-user/repos/tesla/app/controllers/concerns/publishable_controller.rb
17ms 13:31:03
Thinking
Standard Rails concern. Now let me check Pano model callbacks and BaseRepository update + the elasti
0ms 29 13:31:06
Tool
Glob {"pattern":"**/models/pano.rb","path":"/home/ec2-user/repos/tesla"}
749ms 13:31:07
Tool
Glob {"pattern":"**/base_repository.rb","path":"/home/ec2-user/repos/tesla"}
744ms 13:31:07
Tool
Grep {"pattern":"NotFound - attributes_in_database","path":"/home/ec2-user/repos/tesla","output_mode":"files_with_matches"}
67ms 13:31:08
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"completed","activeForm":"Checking status-board
20ms 13:31:11
Tool
Grep {"pattern":"_update_document|NotFound","path":"/home/ec2-user/repos/tesla/app/models/concerns/searchable.rb","output_mod
35ms 13:31:14
Tool
Read /home/ec2-user/repos/tesla/app/models/concerns/searchable.rb
12ms 13:31:17
Thinking
Standard Elasticsearch indexing concern. Now I understand the picture: every Pano/Group `_update_doc
0ms 66 13:31:20
Tool
Read /home/ec2-user/repos/tesla/app/models/concerns/searchable.rb
19ms 13:31:21
Thinking
Note "dual write to tmp_index while reindexing" — a reindex is in progress. Let me check tmp_index l
0ms 35 13:31:24
Tool
Grep {"pattern":"fetch_tmp_index_name|tmp_index_name|reindex","path":"/home/ec2-user/repos/tesla/app/models/concerns/searchab
1.5s 13:31:25
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
1.1s 13:31:27
Thinking
Confirmed — there's an active reindex with dual-write to tmp_index. Let me check if a Pano reindex w
0ms 32 13:31:33
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
1.7s 13:31:37
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
1.9s 13:31:38
Thinking
No active migration at 10:25 KST. The reindex was at 10:49+, NOT during the slow request. Let me loo
0ms 59 13:31:42
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
901ms 13:31:44
Thinking
This shows MASSIVE concurrent burst — many panos created at 14130xxx and 14131xxx range simultaneous
0ms 74 13:31:49
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
99ms 13:31:50
Tool
Bash SKILL_DIR=/home/ec2-user/error-sweeper/.claude/skills/searching-datadog-logs bun /home/ec2-user/error-sweeper/.claude/sk
472ms 13:31:54
Thinking
Let me move on — the picture is clear enough. The cluster represents a single 41-second outlier on P
0ms 96 13:31:58
Tool
Grep {"pattern":"publish_event","path":"/home/ec2-user/repos/tesla/app","output_mode":"files_with_matches","head_limit":10}
194ms 13:32:01
Tool
Grep {"pattern":"class Cupix::EventService|module EventService|def publish_event","path":"/home/ec2-user/repos/tesla","output
61ms 13:32:01
Tool
Grep {"pattern":"def publish_event|class EventService|module Cupix::EventService","path":"/home/ec2-user/repos/tesla","output
50ms 13:32:04
Tool
Read /home/ec2-user/repos/tesla/lib/cupix/event_service.rb
15ms 13:32:07
Thinking
Standard Kinesis publishing — synchronous external call inside the request. Now I have enough eviden
0ms 33 13:32:10
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"completed","activeForm":"Checking status-board
32ms 13:32:13
Thinking
Time conversions:
0ms 60 13:32:17
Tool
Write /home/ec2-user/error-sweeper/content/docs/incidents/943fdcb4-4e2e-48ce-80e3-572e552fe4ef/rca.mdx
78ms 13:33:37
Tool
TodoWrite {"todos":[{"content":"Check status-board for active incidents","status":"completed","activeForm":"Checking status-board
6ms 13:33:41
Thinking
RCA written to `content/docs/incidents/943fdcb4-4e2e-48ce-80e3-572e552fe4ef/rca.mdx`. Cluster frontm
0ms 269 13:33:47
Tool
ToolSearch {"query":"select:StructuredOutput","max_results":1}
19ms 13:33:50
Tool
StructuredOutput {"root_cause":"A single `PUT /api/v1/panos/14131203` request in ap-southeast-2 took 41.485s because it was processed ins
8ms 13:34:11
Thinking
RCA report written to `content/docs/incidents/943fdcb4-4e2e-48ce-80e3-572e552fe4ef/rca.mdx`. Cluster
0ms 36 13:34:13
Done
Incident resolved — PR opened, tests green, awaiting review.
4m 53s 20.2k $2.64 13:34:13