9148c358d0
Topic_Agent/Topic_Blog/Topics/Topics_Biz/Topics_Meeting/Topics_Rag의 마크다운 지식 문서를 Topic_General/Topic_Programming/Topic_Graphic/Topic_Business 4개 카테고리로 재분류. - 중복 제거: frontmatter의 status:duplicate/merged + duplicate_of/redirect_to 필드로 자기 자신을 중복으로 선언한 리다이렉트 stub 1032개 제거, 완전 동일 내용 파일 472개 제거, 동일 파일명·다른 내용 충돌 시 더 큰(완전한) 버전만 유지(162개 제거) — 총 1639개 중복 제거. - 분류: 폴더 단위로 명확한 항목(AI_and_ML/Coding/Architecture 등 → Programming, Comfyui/Visual_Effects → Graphic, Topics_Biz/Topics_Meeting/사업 등 → Business, Poetic_Blog_Writing/창의성/Game_Design 등 → General)은 폴더 우선순위로, 나머지 혼재 폴더(Topic_Agent/Topic_Blog/Topics 루트/Thinking & Reasoning/Other/UI_UX_Assets)는 title/tags 키워드 스코어링으로 파일 단위 분류(불명확한 경우 General로 폴백). 원본 폴더명은 "From_*" 서브폴더로 보존해 추적 가능성 유지. - 최종 배치: Programming 2784 / General 1608 / Graphic 285 / Business 249 = 4926개 문서. - 에이전트 운영 상태(.astra/.agent/.obsidian/sessions/memory/_company/docs/lessons/_shared/src)는 지식 콘텐츠가 아니므로 재분류 대상에서 제외하고 원위치 유지. - Topics/Topic_email(상위 보호 폴더 Topic_email과 파일명 100% 중복) 삭제 — 보호 폴더 자체는 미변경. - 완전히 비게 된 Topic_Agent/Topic_Blog/Topics_Biz/Topics_Rag 폴더 제거.
4.2 KiB
4.2 KiB
id, title, category, status, canonical_id, aliases, duplicate_of, source_trust_level, confidence_score, verification_status, tags, raw_sources, last_reinforced, github_commit, tech_stack
| id | title | category | status | canonical_id | aliases | duplicate_of | source_trust_level | confidence_score | verification_status | tags | raw_sources | last_reinforced | github_commit | tech_stack | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| wiki-2026-0508-bluf-bottom-line-up-front | BLUF (Bottom Line Up Front) | 10_Wiki/Topics | verified | self |
|
none | A | 1.0 | applied |
|
2026-05-10 | pending |
|
BLUF (Bottom Line Up Front)
매 한 줄
"매 conclusion 을 첫 줄에 — recipient 가 더 못 읽어도 OK 하도록.". US military origin 의 writing convention; 매 incident report, exec memo, PR description, on-call alert 의 표준 — 매 reader 의 cognitive load 를 minimize 하고 fastest decision-making 을 enable.
매 핵심
매 Structure
- Line 1: the conclusion / decision needed / status verdict.
- Line 2-N: supporting evidence in priority order.
- Tail: details, appendices, traces.
매 vs Narrative
- Narrative: "We started X, encountered Y, debugged Z, found root cause W, fixed it." — reader waits for punchline.
- BLUF: "Outage resolved. Root cause: misconfigured DNS. Restored 14:23 UTC." — punchline first.
매 응용
- Incident postmortem TL;DR.
- PR description first sentence.
- Slack on-call escalation.
- Email subject + first line.
- Architecture decision record (ADR) summary.
💻 패턴
Incident Slack Alert
**[P1] Checkout API 5xx — DEGRADED**
Impact: 12% of orders failing since 14:05 UTC.
Action: rollback v2.4.1 in progress, ETA 5 min.
Owner: @oncall-payments
Thread: ↓
Postmortem Top
# Postmortem: 2026-05-08 Checkout Outage
**TL;DR**: 47-min P1 outage due to DNS TTL misconfig in v2.4.1 deploy.
- Customer impact: ~3,200 failed orders (~$84k revenue)
- Resolution: rollback at 14:23 UTC
- Action items: 4 (see §6)
## Timeline
...
PR Description
**Adds rate limiting to /api/checkout to prevent abuse.**
- New: `RateLimiter` middleware with Redis token bucket
- Default: 60 req/min per IP, configurable via env
- Tests: integration coverage for 429 path
- Risk: low — feature-flagged behind `RATE_LIMIT_ENABLED`
## Why
Spike on 05-06 saturated DB connections...
Email Template
Subject: [DECISION NEEDED by Fri] Migrate auth to OIDC — recommend Keycloak
Recommendation: adopt Keycloak for SSO; deprecate legacy LDAP by Q3.
Cost: $0 (OSS) + 2 SRE-weeks integration.
Risk: medium (auth migration); mitigated by phased rollout.
Background: ...
ADR Header
# ADR-0042: Use SQLite for local dev DB
**Decision**: SQLite for local; Postgres for staging/prod.
**Status**: accepted (2026-05-10)
**Context**: ... (3 paragraphs below)
On-Call Status Page
🟢 **All systems operational** — last incident 9 days ago.
Recent: deploys 4 (all green) · alerts 0 · SLO budget 99.4%
매 결정 기준
| 상황 | BLUF 적용 |
|---|---|
| Incident alert | YES — line 1 = severity + impact |
| Postmortem | YES — TL;DR block before timeline |
| Tutorial / explainer | NO — narrative 적합 |
| Marketing copy | NO — hook 후 reveal |
| ADR | YES — decision first |
| Bug report | YES — observed vs expected first |
기본값: ops/exec communication 은 BLUF; pedagogical/narrative 은 example-first.
🔗 Graph
- 부모: Technical Writing
- 응용: Postmortem · ADR
- Adjacent: Pyramid Principle
🤖 LLM 활용
언제: ask LLM to "rewrite as BLUF" — high-quality reflow. 언제 X: storytelling / customer-facing narrative.
❌ 안티패턴
- Buried lede: conclusion 을 §3 에 묻기.
- Over-summarize: line 1 이 vague ("there was an issue").
- No context for novices: BLUF 는 expert reader 가정 — onboarding doc 에는 부적합.
- Decision-less BLUF: "We did X" 보다 "Recommend Y" 가 actionable.
🧪 검증 / 중복
- Verified (US Army Field Manual, Google SRE Book postmortem chapter).
- 신뢰도 A.
🕓 Changelog
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | Manual cleanup — full content with templates for incidents/PRs/ADRs |