13:I[23714,["/_next/static/immutable/chunks/37ishspsat-fa.js","/_next/static/immutable/chunks/153jz44a1gq-7.js","/_next/static/immutable/chunks/2zklim7f0v8rl.js","/_next/static/immutable/chunks/3yp3mufy2bt8y.js","/_next/static/immutable/chunks/1he_z7zttnf6v.js"],"default"] 14:T737,project/ ├─ AGENTS.md │ ├─ .agents/ │ └─ skills/ │ └─ development-workflow/ │ └─ SKILL.md │ ├─ .codex/ │ ├─ config.toml │ ├─ hooks.json │ │ │ ├─ agents/ │ │ ├─ researcher.toml │ │ ├─ planner.toml │ │ └─ reviewer.toml │ │ │ └─ hooks/ │ └─ trace.py │ ├─ .ai-runs/ # 실행 시 자동 생성, Git 제외 │ ├─ index.md # 전체 Run 인덱스 │ ├─ .index/ │ │ ├─ sessions/ # session → root run │ │ ├─ turns/ # main/subagent turn → root run │ │ └─ agents/ # agent_id → root run │ ├─ .locks/ # 동시 쓰기용 lock directory │ │ │ └─ 20260819-222159-작업명-2a2dfec0/ │ ├─ run.md # 사람이 먼저 읽는 작업 요약 │ ├─ prompt.md # 최초 요청 + 후속 사용자 개입 │ ├─ manifest.json # Run metadata │ ├─ final.md # Main의 최종 응답 원본 │ │ │ ├─ agents/ │ │ ├─ 01-researcher-....md │ │ ├─ 02-planner-....md │ │ └─ 03-reviewer-....md │ │ │ ├─ tools/ │ │ ├─ 001-bash-....json │ │ ├─ 002-update_plan-....json │ │ └─ 003-apply_patch-....json │ │ │ ├─ git/ │ │ ├─ before.json │ │ ├─ before.patch │ │ ├─ after.json │ │ └─ after.patch │ │ │ └─ raw/ │ ├─ events.jsonl # Semantic event index │ └─ state.json # aggregate 상태 │ └─ .gitignore15:T737,project/ ├─ AGENTS.md │ ├─ .agents/ │ └─ skills/ │ └─ development-workflow/ │ └─ SKILL.md │ ├─ .codex/ │ ├─ config.toml │ ├─ hooks.json │ │ │ ├─ agents/ │ │ ├─ researcher.toml │ │ ├─ planner.toml │ │ └─ reviewer.toml │ │ │ └─ hooks/ │ └─ trace.py │ ├─ .ai-runs/ # 실행 시 자동 생성, Git 제외 │ ├─ index.md # 전체 Run 인덱스 │ ├─ .index/ │ │ ├─ sessions/ # session → root run │ │ ├─ turns/ # main/subagent turn → root run │ │ └─ agents/ # agent_id → root run │ ├─ .locks/ # 동시 쓰기용 lock directory │ │ │ └─ 20260819-222159-작업명-2a2dfec0/ │ ├─ run.md # 사람이 먼저 읽는 작업 요약 │ ├─ prompt.md # 최초 요청 + 후속 사용자 개입 │ ├─ manifest.json # Run metadata │ ├─ final.md # Main의 최종 응답 원본 │ │ │ ├─ agents/ │ │ ├─ 01-researcher-....md │ │ ├─ 02-planner-....md │ │ └─ 03-reviewer-....md │ │ │ ├─ tools/ │ │ ├─ 001-bash-....json │ │ ├─ 002-update_plan-....json │ │ └─ 003-apply_patch-....json │ │ │ ├─ git/ │ │ ├─ before.json │ │ ├─ before.patch │ │ ├─ after.json │ │ └─ after.patch │ │ │ └─ raw/ │ ├─ events.jsonl # Semantic event index │ └─ state.json # aggregate 상태 │ └─ .gitignore16:T4dc,{ "description": "Semantic Codex development trace", "hooks": { "UserPromptSubmit": [ { "hooks": [ { "type": "command", "command": "python3 \"$(git rev-parse --show-toplevel)/.codex/hooks/trace.py\"", "commandWindows": "python \"C:\\path\\to\\project\\.codex\\hooks\\trace.py\"", "timeout": 60 } ] } ], "SubagentStart": [ { "matcher": ".*", "hooks": [ { "type": "command", "command": "python3 \"$(git rev-parse --show-toplevel)/.codex/hooks/trace.py\"", "commandWindows": "python \"C:\\path\\to\\project\\.codex\\hooks\\trace.py\"", "timeout": 15 } ] } ], "PreToolUse": [ { "matcher": "^(Agent|Bash|apply_patch|Edit|Write|update_plan|send_input|resume_agent|wait_agent|close_agent|mcp__.*)$", "hooks": [ { "type": "command", "command": "python3 \"$(git rev-parse --show-toplevel)/.codex/hooks/trace.py\"", "commandWindows": "python \"C:\\path\\to\\project\\.codex\\hooks\\trace.py\"", "timeout": 20 } ] } ] } }17:T4dc,{ "description": "Semantic Codex development trace", "hooks": { "UserPromptSubmit": [ { "hooks": [ { "type": "command", "command": "python3 \"$(git rev-parse --show-toplevel)/.codex/hooks/trace.py\"", "commandWindows": "python \"C:\\path\\to\\project\\.codex\\hooks\\trace.py\"", "timeout": 60 } ] } ], "SubagentStart": [ { "matcher": ".*", "hooks": [ { "type": "command", "command": "python3 \"$(git rev-parse --show-toplevel)/.codex/hooks/trace.py\"", "commandWindows": "python \"C:\\path\\to\\project\\.codex\\hooks\\trace.py\"", "timeout": 15 } ] } ], "PreToolUse": [ { "matcher": "^(Agent|Bash|apply_patch|Edit|Write|update_plan|send_input|resume_agent|wait_agent|close_agent|mcp__.*)$", "hooks": [ { "type": "command", "command": "python3 \"$(git rev-parse --show-toplevel)/.codex/hooks/trace.py\"", "commandWindows": "python \"C:\\path\\to\\project\\.codex\\hooks\\trace.py\"", "timeout": 20 } ] } ] } }9:[["$","div",null,{"className":"sr-only","children":[["$","h1",null,{"children":"Codex로 Agent를 분리하고 개발 과정을 기록하는 방법"}],["$","article",null,{"children":"Codex Subagent 분기와 Logging Hook으로 개발 과정 기록하는법 최근 Codex를 쓰면서 단순히 “AI에게 코드를 작성하게 하는 것”보다 더 중요한 문제가 있다고 느꼈다. AI가 만든 결과가 괜찮아 보여도 시간이 지나면 다음 질문에 답하기 어려웠다. 실제로 어떤 코드를"}]]}],["$","script",null,{"type":"application/ld+json","dangerouslySetInnerHTML":{"__html":"{\"@context\":\"https://schema.org\",\"@type\":\"BlogPosting\",\"headline\":\"Codex로 Agent를 분리하고 개발 과정을 기록하는 방법\",\"description\":\"Codex Subagent 분기와 Logging Hook으로 개발 과정 기록하는법 최근 Codex를 쓰면서 단순히 “AI에게 코드를 작성하게 하는 것”보다 더 중요한 문제가 있다고 느꼈다. 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어렵다."]]},"created_time":1787148479849,"last_edited_time":1787148480072,"parent_id":"3bf145eb-576b-8030-9fd9-c2506f0e1cc7","parent_table":"block","alive":true,"space_id":"c25eb7fa-fce5-4067-a2c4-bec8874fa401","crdt_format_version":1,"crdt_data":{"title":{"r":"UW9PIbxY0KDjrSbi9-nLog,\"start\",\"end\"","n":{"UW9PIbxY0KDjrSbi9-nLog,\"start\",\"end\"":{"s":{"x":"UW9PIbxY0KDjrSbi9-nLog","i":[{"t":"s"},{"t":"t","i":["_KOERlLPS_hy",1],"o":"start","l":75,"c":"둘째, 구현한 Agent가 자기 결과를 직접 검토하게 된다. 이미 선택한 구현 방향을 알고 있기 때문에 독립적인 검토라고 보기 어렵다."},{"t":"e"}],"l":""},"c":[]}}}}},"role":"reader"}},"3c1145eb-576b-80a9-8042-c36a9ad6b1d7":{"value":{"value":{"id":"3c1145eb-576b-80a9-8042-c36a9ad6b1d7","version":3,"type":"text","properties":{"title":[["셋째, 최종 응답만으로는 실제 과정을 확인하기 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Reviewer\n │ │\n PASS REVISE\n │ │\n ▼ ▼\n 종료 Main 수정 → 재검증 → Reviewer"]],"language":[["Plain Text"]]},"format":{"code_wrap":true},"created_time":1787148479851,"last_edited_time":1787148480072,"parent_id":"3bf145eb-576b-8030-9fd9-c2506f0e1cc7","parent_table":"block","alive":true,"space_id":"c25eb7fa-fce5-4067-a2c4-bec8874fa401","crdt_format_version":1,"crdt_data":{"title":{"r":"m2Yf1oufFe7EL0IwnNZsNQ,\"start\",\"end\"","n":{"m2Yf1oufFe7EL0IwnNZsNQ,\"start\",\"end\"":{"s":{"x":"m2Yf1oufFe7EL0IwnNZsNQ","i":[{"t":"s"},{"t":"t","i":["66DBsZdFb5Eb",1],"o":"start","l":719,"c":"사용자 요청\n │\n ▼\nMain Codex\nTriage + Orchestration\n │\n ├─ 단순 질문·설명·오타·기계적 수정\n │ └──────────────→ Main이 직접 처리\n │\n └─ 비단순 작업\n │\n ├─ 원인·관련 파일·실행 경로가 불명확\n │ └─────→ Researcher\n │\n ├─ 여러 단계·여러 파일·설계 판단 필요\n │ └─────→ Planner\n │\n ▼\n Main 구현 또는 검증\n │\n ├─ 의미 있는 코드 변경 없음\n │ └─────→ 종료\n │\n └─ 의미 있는 코드 변경 있음\n ▼\n Reviewer\n │ │\n PASS REVISE\n │ │\n ▼ ▼\n 종료 Main 수정 → 재검증 → 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