QMAws::startTask | ECS failures - job_id: 1254229, task_definition: cupix-pix-genie-preprocessor-age

Runs (24h)

● completed

Total tokens

64.0k

Cost

$10.66USD

p50 / p95 latency

16m 19s

Eval score

Agent run 2c538c9d-e625-4efe-beca-8333136706f7

Started 08:09:42 · finished 08:49:21 · 39m 39s wall time · 220 steps · 116 tools · 21 edits · Completed

Phase 1

Root Cause Analysis

Thinking

I'll start by invoking the rca skill and reading the cluster file.

0ms 17 17:09:44

Tool

Skill rca

825ms 17:09:45

Tool

ToolSearch {"query":"select:Read,Grep,Glob,Bash,Write,TodoWrite","max_results":10}

58ms 17:09:45

Thinking

Let me load the Skill tool and read the cluster file.

0ms 14 17:09:48

Tool

ToolSearch {"query":"select:Skill","max_results":3}

909ms 17:09:48

Tool

Read /home/ec2-user/error-sweeper/errors/2c538c9d-e625-4efe-beca-8333136706f7.md

27ms 17:09:49

Thinking

Now invoking the rca skill to get the report template and instructions.

0ms 18 17:09:51

Tool

Skill {"skill":"rca"}

37ms 17:09:51

Thinking

Let me set up my task list and check the status board first, per the RCA process and my memory notes

0ms 26 17:09:54

Tool

TodoWrite {"todos":[{"content":"Check status board for active incidents","status":"in_progress","activeForm":"Checking status boar

296ms 17:09:57

Tool

ToolSearch {"query":"select:status-board,repo-mapping,searching-datadog-logs","max_results":5}

23ms 17:09:57

Thinking

Skills are invoked via the Skill tool, not deferred tools. Let me check my memory for any prior epis

0ms 39 17:10:00

Tool

Grep {"pattern":"any-compute|QMAws|startTask|pix-genie|RESOURCE:GPU","path":"/home/ec2-user/error-sweeper/.claude-agent/.clau

1.1s 17:10:01

Tool

Skill {"skill":"status-board","args":"2c538c9d-e625-4efe-beca-8333136706f7"}

48ms 17:10:02

Thinking

I found relevant memory. The service maps to `cupixworks` monorepo. Let me run the status board quer

0ms 34 17:10:05

Tool

Bash bun run cli/incident-board.ts for-cluster 2c538c9d-e625-4efe-beca-8333136706f7

2.1s 17:10:06

Tool

Read /home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/services/cupixworks-pano

688ms 17:10:07

Thinking

No active incident. Repo is `cupixworks` monorepo. Now let me find `QMAws::startTask` and the ECS ta

0ms 40 17:10:11

Tool

Bash echo "REPOS_DIR=$REPOS_DIR"; ls -d $REPOS_DIR/cupixworks 2>/dev/null || ls ~/ 2>/dev/null | head; ls -d /home/ec2-user/r

90ms 17:10:12

Tool

Grep {"pattern":"startTask|ECS failures|RESOURCE:GPU","path":"/home/ec2-user/repos/cupixworks","output_mode":"files_with_matc

708ms 17:10:15

Tool

Grep {"pattern":"QMAws|any-compute-agent","path":"/home/ec2-user/repos/cupixworks","output_mode":"files_with_matches"}

184ms 17:10:15

Thinking

The service `cupixworks-any-compute-agent` maps to `cupix-tesla-compute-agent`. Let me read the qmAw

0ms 33 17:10:18

Tool

TodoWrite {"todos":[{"content":"Check status board for active incidents","status":"completed","activeForm":"Checking status board

407ms 17:10:20

Tool

Read /home/ec2-user/repos/cupixworks/applications/agents/packages/cupix-tesla-compute-agent/src/model/qmAws.ts

28ms 17:10:21

Thinking

Key finding: The error is logged at `qmAws.ts:197-203` inside `startTask`. Critically, when `data.fa

0ms 129 17:10:25

Tool

Read /home/ec2-user/repos/cupixworks/applications/agents/packages/cupix-tesla-compute-agent/src/manager/job.manager.ts

12ms 17:10:26

Thinking

Now I understand the flow. Let me examine `updateTaskIdToJob` in qmJob.ts to understand what happens

0ms 46 17:10:30

Tool

Read /home/ec2-user/repos/cupixworks/applications/agents/packages/cupix-tesla-compute-agent/src/model/qmJob.ts

23ms 17:10:31

Thinking

Now the full picture is clear. Let me trace the flow when a `RESOURCE:GPU` failure occurs:

0ms 313 17:10:39

Tool

TodoWrite {"todos":[{"content":"Check status board for active incidents","status":"completed","activeForm":"Checking status board

1.4s 17:10:42

Tool

Grep {"pattern":"GPU|remainingResources|RESOURCE","path":"/home/ec2-user/repos/cupixworks/applications/agents/packages/cupix-

35ms 17:10:43

Thinking

Confirmed: the resource check at `qmAws.ts:138-139` only examines `MEMORY` and `CPU` remaining resou

0ms 110 17:10:47

Tool

Bash ls cli/ lib/ 2>/dev/null | head -60; echo "---"; ls .claude/skills/searching-datadog-logs/ 2>/dev/null

94ms 17:10:48

Tool

Bash ls .claude/skills/searching-datadog-logs/scripts/

82ms 17:10:51

Tool

Bash head -40 .claude/skills/searching-datadog-logs/scripts/search-logs.ts

79ms 17:10:55

Thinking

I can use the `--url` option to search exactly the cluster's URL. Let me run several searches. First

0ms 42 17:10:57

Tool

Bash bun .claude/skills/searching-datadog-logs/scripts/search-logs.ts --query 'service:cupixworks-any-compute-agent "ECS fail

3.4s 17:10:59

Thinking

Very informative. 25 occurrences over 14d. Key patterns:

0ms 140 17:11:07

Tool

Bash bun .claude/skills/searching-datadog-logs/scripts/search-logs.ts --query 'service:cupixworks-any-compute-agent "1254229"

2.5s 17:11:09

Thinking

This is the smoking gun. At 16:42:07 the agent evaluated instance `e89d162f...` which reported `runn

0ms 97 17:11:15

Tool

Bash bun .claude/skills/searching-datadog-logs/scripts/search-logs.ts --query 'service:cupixworks-any-compute-agent "1254229"

1.5s 17:11:17

Thinking

Fully confirmed. Timeline for job 1254229:

0ms 322 17:11:28

Tool

Bash bun .claude/skills/searching-datadog-logs/scripts/search-logs.ts --query 'service:cupixworks-any-compute-agent "ECS fail

6.3s 17:11:31

Thinking

Broader picture: `ECS failures` logs come in three reason variants — `RESOURCE:GPU` (25), `DRAINING`

0ms 212 17:11:44

Tool

Grep {"pattern":"VisibilityTimeout|CheckQueueInterval|DefaultAws|visibility","path":"/home/ec2-user/repos/cupixworks/applicat

15ms 17:11:45

Thinking

The retry is via SQS visibility timeout (no `VisibilityTimeout` set in `receiveMessage` params at `q

0ms 104 17:11:49

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/rca/writing-guidelines-korean.md

22ms 17:11:51

Thinking

Now I'll write the RCA report.

0ms 8 17:11:53

Tool

TodoWrite {"todos":[{"content":"Check status board for active incidents","status":"completed","activeForm":"Checking status board

20ms 17:11:55

Tool

Write /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/rca.mdx

65ms 17:13:27

Thinking

Report written. Per the task instructions, I will NOT modify the cluster frontmatter (the pipeline m

0ms 66 17:13:30

Tool

Skill {"skill":"writing-datadog-monitoring-queries"}

26ms 17:13:31

Thinking

My monitoring queries use monitor DSL (`count:logs("...").index("*").rollup("count")`) which produce

0ms 44 17:13:33

Tool

Read /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/rca.mdx

64ms 17:13:35

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/rca.mdx

+11 −11 17:13:42

Thinking

Queries are now valid log-search syntax (no pipes, no monitor DSL, no thresholds). Note: the second

0ms 69 17:13:45

Tool

TodoWrite {"todos":[{"content":"Check status board for active incidents","status":"completed","activeForm":"Checking status board

22ms 17:13:48

Thinking

RCA complete. Report written to `content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/rca.mdx

0ms 409 17:14:00

Tool

Write /home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/episodes/2c538c9d-e625-4

17ms 17:14:18

Thinking

Done. RCA report and memory episode saved. Summary:

0ms 178 17:14:23

Tool

ToolSearch {"query":"select:StructuredOutput","max_results":3}

20ms 17:14:25

Tool

StructuredOutput {"root_cause":"cupix-tesla-compute-agent (service cupixworks-any-compute-agent) selects a GPU ECS container instance for

13ms 17:14:47

Thinking

RCA complete. Final deliverables:

0ms 151 17:14:52

Done

Incident resolved — PR opened, tests green, awaiting review.

5m 10s 20.5k $2.88 17:14:52

Phase 2

Code Fix

Thinking

I'll start by invoking the code-fix skill to follow its phases.

0ms 16 17:38:15

Tool

Skill code-fix

16ms 17:38:15

Tool

ToolSearch {"query":"select:Skill,Read,Write,Edit,Bash,TodoWrite,Grep,Glob"}

64ms 17:38:17

Tool

Skill {"skill":"code-fix"}

31ms 17:38:19

Thinking

I'll start by checking for existing state and reading the RCA report.

0ms 18 17:38:21

Tool

Read /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

1.1s 17:38:23

Tool

Read /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/rca.mdx

618ms 17:38:23

Tool

Read /home/ec2-user/error-sweeper/errors/2c538c9d-e625-4efe-beca-8333136706f7.md

37ms 17:38:24

Thinking

No existing state. Starting from Phase 0. The user selected "단기 개선 (1주 이내)" which contains two recom

0ms 85 17:38:27

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"in_progress","acti

14ms 17:38:31

Tool

Bash ls /home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/episodes/ 2>/dev/null

320ms 17:38:35

Thinking

There's already an episode file for this cluster. Let me check it and search for GPU/ECS/compute-age

0ms 30 17:38:38

Tool

Read /home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/episodes/2c538c9d-e625-4

1.2s 17:38:39

Tool

Grep {"pattern":"compute-agent|RESOURCE:GPU|qmAws|startTask|any-compute","path":"/home/ec2-user/error-sweeper/.claude-agent/.

27ms 17:38:40

Thinking

Memory episode is the RCA-phase one for this same cluster (no prior fix episode). No service memory

0ms 76 17:38:43

Tool

Skill {"skill":"repo-mapping"}

31ms 17:38:44

Thinking

Now I have the info. Repo `cupixworks`, base branch `develop` (production=`master`, but PRs target d

0ms 64 17:38:48

Tool

Bash echo "REPOS_DIR=$REPOS_DIR"; ls $REPOS_DIR/cupixworks/applications/agents/packages/ 2>/dev/null | grep -i compute; echo

108ms 17:38:49

Thinking

I'll inspect the actual `qmAws.ts` on develop to plan against real line numbers (RCA may be based on

0ms 30 17:38:52

Tool

Bash cd /home/ec2-user/repos/cupixworks && git fetch origin --quiet 2>&1 | tail -2; git log origin/develop -1 --oneline; echo

2.0s 17:38:54

Tool

Bash cd /home/ec2-user/repos/cupixworks && git show origin/develop:applications/agents/packages/cupix-tesla-compute-agent/src

109ms 17:38:59

Tool

Read /tmp/qmAws_develop.ts

22ms 17:39:01

Thinking

Important findings on `develop` (already refactored from the RCA's master baseline):

0ms 362 17:39:10

Tool

Grep {"pattern":"GPU|stringSetValue|remainingResources|registeredResources","path":"/home/ec2-user/repos/cupixworks/applicati

36ms 17:39:12

Thinking

The `Resource` type from AWS SDK: for GPU, ECS uses `name === 'GPU'`, `type === 'STRINGSET'`, and `s

0ms 62 17:39:15

Tool

Bash cd /home/ec2-user/repos/cupixworks && find . -path '*@aws-sdk/client-ecs*' -name '*.d.ts' 2>/dev/null | head; echo "---"

215ms 17:39:17

Thinking

node_modules not installed at repo level (worktree will install). The AWS SDK `Resource` shape is we

0ms 180 17:39:23

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/code-fix/templates/state.md

350ms 17:39:24

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/code-fix/templates/plan.md

26ms 17:39:24

Thinking

Now Phase 1. Complexity: STANDARD (1 file, single repo, moderate logic addition). Creating state.mdx

0ms 26 17:39:27

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"completed","active

12ms 17:39:30

Tool

Write /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

67ms 17:39:44

Thinking

Phase 1 done. Now Phase 2: Plan.

0ms 8 17:39:46

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"completed","active

28ms 17:39:49

Tool

Write /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/plan.mdx

16ms 17:40:13

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+1 −1 17:40:16

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −2 17:40:17

Thinking

Phase 3: Create Jira issue. Let me read the jira template.

0ms 15 17:40:19

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/code-fix/templates/jira.md

16ms 17:40:20

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"completed","active

10ms 17:40:25

Tool

Bash NEXT_VER=$(jq -r '.next // empty' content/docs/releases/.release-state.json 2>/dev/null) python3 .claude/skills/jira/jir

1.7s 17:40:40

Thinking

Created TSLA-13879. Now update the description with the full RCA and add remote link.

0ms 22 17:40:44

Tool

Bash cd /home/ec2-user/error-sweeper # Strip frontmatter from rca.mdx awk 'BEGIN{fm=0} /^---$/{fm++; next} fm>=2{print}' cont

93ms 17:40:48

Tool

Bash cd /home/ec2-user/error-sweeper python3 .claude/skills/jira/jira-cli.py update-issue TSLA-13879 \ --description-file c

1.2s 17:40:51

Tool

Bash cd /home/ec2-user/error-sweeper rm -f content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/rca-jira.md echo "DOCS

86ms 17:40:56

Tool

Bash cd /home/ec2-user/error-sweeper python3 .claude/skills/jira/jira-cli.py add-remote-link TSLA-13879 \ --url "${DOCS_SIT

809ms 17:40:59

Thinking

Jira done. Update state.

0ms 6 17:41:02

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −2 17:41:03

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+1 −1 17:41:05

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −2 17:41:06

Thinking

Phase 4: Prepare worktree. base branch `develop`, monorepo → sparse checkout `applications/agents`,

0ms 38 17:41:09

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"completed","active

8ms 17:41:12

Tool

Bash CLUSTER_ID=2c538c9d-e625-4efe-beca-8333136706f7 BRANCH_NAME=feature/TSLA-13879 WORKTREE_ROOT=/home/ec2-user/error-sweepe

708ms 17:41:17

Thinking

Worktree created. Now worktree setup: copy `.env*` and symlink `lib/`.

0ms 18 17:41:20

Tool

Bash CLUSTER_ID=2c538c9d-e625-4efe-beca-8333136706f7 WORKTREE_ROOT=/home/ec2-user/error-sweeper/.worktrees/$CLUSTER_ID SRC=$R

22ms 17:41:23

Thinking

The hook blocked `rm -rf`. Let me handle the symlink without rm -rf — check if lib exists in worktre

0ms 43 17:41:26

Tool

Bash CLUSTER_ID=2c538c9d-e625-4efe-beca-8333136706f7 WORKTREE_ROOT=/home/ec2-user/error-sweeper/.worktrees/$CLUSTER_ID SRC=$R

176ms 17:41:29

Thinking

No lib in dst (nothing to remove), src lib exists. Create the symlink directly.

0ms 20 17:41:32

Tool

Bash CLUSTER_ID=2c538c9d-e625-4efe-beca-8333136706f7 WORKTREE_ROOT=/home/ec2-user/error-sweeper/.worktrees/$CLUSTER_ID SRC=$R

107ms 17:41:33

Thinking

Now install dependencies: `cd applications/agents && make install`.

0ms 17 17:41:35

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents && make i

3.5s 17:41:37

Thinking

Install failed. Let me see the actual error.

0ms 11 17:41:43

Tool

Bash sed -n '70,90p' Makefile

89ms 17:41:44

Thinking

`make install` runs `pnpm install`. Let me run it directly to see the actual error.

0ms 21 17:41:46

Tool

Bash pnpm install 2>&1 | tail -30

3.8s 17:41:48

Thinking

Output truncated at the .npmrc dump. Let me capture the actual failure message.

0ms 20 17:41:54

Tool

Bash pnpm install 2>&1 | grep -iE 'error|ERR|fail|denied|401|403|ENOTFOUND|unauthor' | head -30; echo "EXIT=${PIPESTATUS[0]}"

3.9s 17:41:55

Thinking

401 fetching `@cupixapps/forge-agents` from GitHub Packages — an auth/registry issue unrelated to my

0ms 127 17:42:04

Tool

Bash SRC=$REPOS_DIR/cupixworks/applications/agents ls -d "$SRC/node_modules" 2>/dev/null && echo "SRC has node_modules" || ec

90ms 17:42:06

Thinking

The worktree got a partial `node_modules` and the source repo has a complete install. The 401 is a t

0ms 148 17:42:10

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents ls node_m

88ms 17:42:13

Thinking

Worktree tooling is incomplete due to the 401. Rather than block, I'll retry install once (401s on G

0ms 110 17:42:18

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents pnpm inst

3.9s 17:42:20

Thinking

Persistent 401 against GitHub Packages (`npm.pkg.github.com`) for `@cupixapps/*` — a registry auth t

0ms 215 17:42:31

Tool

Read /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents/packages/cup

21ms 17:42:31

Thinking

Phase 5: Implement. I'll add GPU remaining-resource detection and a skip for GPU-registered-but-exha

0ms 162 17:42:37

Edit

/home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents/packages/cupix-tesla-compute-agent/src/model/qmAws.ts

+38 −22 17:42:49

Thinking

Now validate. First check for existing test files for qmAws, then run lint/typecheck via the source

0ms 32 17:42:51

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents find pack

104ms 17:42:53

Thinking

There's an existing `qmAws.spec.ts`. Let me read it to see if it tests `runTask`/selection and add a

0ms 29 17:42:55

Tool

Read /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents/packages/cup

14ms 17:42:56

Thinking

There's a good test harness. Note the existing tests use `remainingResources: []` with no `registere

0ms 54 17:42:59

Edit

/home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents/packages/cupix-tesla-compute-agent/src/model/qmAws.spec.ts

+73 −1 17:43:13

Thinking

Now validate. The worktree install is incomplete (401), but the source repo has a full install. I'll

0ms 160 17:43:19

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents for b in

114ms 17:43:21

Thinking

pnpm aborted the whole install on the 401, so `.bin` wasn't linked. The worktree can't self-validate

0ms 203 17:43:27

Tool

Bash SRC=$REPOS_DIR/cupixworks/applications/agents cd /home/ec2-user/repos/cupixworks && git -C "$SRC" rev-parse --abbrev-ref

109ms 17:43:30

Thinking

Source repo is on `develop` but its working tree may have uncommitted changes / different lock. Let

0ms 44 17:43:33

Tool

Bash SRC_LOCK=/home/ec2-user/repos/cupixworks/pnpm-lock.yaml WT_LOCK=/home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4e

118ms 17:43:36

Thinking

The lock is under `applications/agents/`, not repo root (my earlier `../../` was wrong). Source repo

0ms 59 17:43:41

Tool

Bash SRC=/home/ec2-user/repos/cupixworks/applications/agents WT=/home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-be

88ms 17:43:44

Thinking

The source repo's checked-out branch (`188fb1c9`) is an OLDER state — it still uses `aws-sdk` v2, wh

0ms 219 17:43:50

Tool

Bash which tsc eslint npx node 2>/dev/null; echo "---"; node --version; echo "--- try npx tsc noEmit on the file (worktree) -

137ms 17:43:53

Thinking

There's a `tsc` in error-sweeper's node_modules, but without the ECS SDK type packages installed in

0ms 171 17:43:59

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks git -C . diff --stat echo "==

473ms 17:44:00

Thinking

Diff looks clean and consistent with existing patterns. The install is blocked by an environment reg

0ms 102 17:44:04

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks git add applications/agents/p

330ms 17:44:08

Thinking

Now update state: worktree prepared, implemented. Record the install blocker.

0ms 20 17:44:11

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −2 17:44:12

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+3 −3 17:44:16

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+3 −3 17:44:20

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+1 −0 17:44:33

Thinking

Phase 6: Blind validation subagent. Let me read the validator agent and validation template to pass

0ms 27 17:44:36

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"completed","active

9ms 17:44:40

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/code-fix/agents/validator.md

903ms 17:44:42

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/code-fix/templates/validation.md

20ms 17:44:43

Thinking

Now launch the blind validation subagent. I need the Task/Agent tool.

0ms 18 17:44:46

Tool

ToolSearch {"query":"select:Agent","max_results":1}

14ms 17:44:46

Tool

Agent {"description":"Blind validate GPU fix diff","subagent_type":"general-purpose","prompt":"You are a blind code-change val

50.9s 17:45:26

Tool

ToolSearch {"query":"select:Read,Write,Grep","max_results":5}

36ms 17:45:29

Tool

Read /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents/packages/cup

54ms 17:45:33

Tool

Read /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks/applications/agents/packages/cup

27ms 17:45:38

Tool

Grep {"pattern":"registeredResources|stringSetValue","path":"/home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-

25ms 17:45:45

Tool

Write /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/validation.mdx

12ms 17:46:10

Thinking

Validation APPROVED. Let me verify the file and update state.

0ms 16 17:46:19

Tool

Read /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/validation.mdx

19ms 17:46:20

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −2 17:46:23

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −2 17:46:25

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+3 −3 17:46:27

Thinking

Phase 7: Create PR. This pushes to remote and creates an Azure DevOps PR — a shared, visible action.

0ms 114 17:46:32

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"completed","active

7ms 17:46:35

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/code-fix/templates/pr.md

18ms 17:46:37

Thinking

Push and create the PR against `develop`.

0ms 11 17:46:39

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks git push -u origin feature/TS

920ms 17:46:41

Tool

Bash cd /home/ec2-user/error-sweeper/.worktrees/2c538c9d-e625-4efe-beca-8333136706f7/cupixworks REMOTE_URL=$(git remote get-u

2.3s 17:46:59

Thinking

PR #89559 created. Web URL: `https://dev.azure.com/cupix/cupixworks/_git/cupixworks/pullrequest/8955

0ms 35 17:47:04

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −2 17:47:06

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −1 17:47:08

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+2 −2 17:47:10

Thinking

Now update cluster resolution to `pr_created`. Note: `resolution` field — the memory warns a hook bl

0ms 69 17:47:14

Tool

Bash cd /home/ec2-user/error-sweeper && grep -n "resolution\|^status" errors/2c538c9d-e625-4efe-beca-8333136706f7.md

127ms 17:47:14

Thinking

Memory notes the `resolution` field is immutable to the agent (PreToolUse hook blocks it) and pipeli

0ms 94 17:47:18

Tool

Read /home/ec2-user/error-sweeper/errors/2c538c9d-e625-4efe-beca-8333136706f7.md

17ms 17:47:19

Edit

/home/ec2-user/error-sweeper/errors/2c538c9d-e625-4efe-beca-8333136706f7.md

+1 −0 17:47:22

Thinking

As expected, the hook blocks it — the pipeline orchestrator sets `resolution`. The outcome is record

0ms 78 17:47:26

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/code-fix/templates/episode.yaml

418ms 17:47:26

Tool

Read /home/ec2-user/error-sweeper/.claude/skills/code-fix/templates/summary.md

21ms 17:47:27

Thinking

There's an existing episode file (from RCA phase). I'll overwrite it with the fix episode per templa

0ms 26 17:47:29

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"completed","active

11ms 17:47:33

Tool

Write /home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/episodes/2c538c9d-e625-4

25ms 17:47:54

Thinking

Now the service memory file for `cupixworks-any-compute-agent`.

0ms 16 17:47:57

Tool

Write /home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/services/cupixworks-any-

16ms 17:48:17

Thinking

Now the summary.mdx.

0ms 5 17:48:20

Tool

Write /home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/summary.mdx

9ms 17:48:37

Edit

/home/ec2-user/error-sweeper/content/docs/incidents/2c538c9d-e625-4efe-beca-8333136706f7/state.mdx

+1 −1 17:48:41

Thinking

Let me update MEMORY.md with a concise pointer to the new episode/service pattern, then finish.

0ms 24 17:48:44

Tool

Read /home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/MEMORY.md

23ms 17:48:44

Thinking

The MEMORY.md is already near the 200-line limit and the detailed pattern lives in the service/episo

0ms 58 17:48:47

Tool

Grep {"pattern":"44bae1a9 episode","path":"/home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-s

24ms 17:48:49

Thinking

MEMORY.md is at ~164 lines with long lines; the detailed knowledge is already captured in the dedica

0ms 83 17:48:52

Tool

Read /home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/MEMORY.md

37ms 17:48:53

Edit

/home/ec2-user/error-sweeper/.claude-agent/.claude/projects/-home-ec2-user-error-sweeper/memory/MEMORY.md

+1 −0 17:49:04

Thinking

All phases complete.

0ms 5 17:49:06

Tool

TodoWrite {"todos":[{"content":"Phase 0: Memory retrieval for cupixworks-any-compute-agent / ECS GPU","status":"completed","active

17ms 17:49:10

Thinking

Code-fix complete. Implemented only the RCA **"단기 개선 (1주 이내)"** scope.

0ms 408 17:49:21

Done

Incident resolved — PR opened, tests green, awaiting review.

11m 9s 43.6k $7.78 17:49:21