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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.
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6.2 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-testability-architecture | Testability Architecture | 10_Wiki/Topics | verified | self |
|
none | A | 0.9 | applied |
|
2026-05-10 | pending |
|
Testability Architecture
매 한 줄
"매 testable design 은 testing 의 byproduct 가 아니라 cause". Michael Feathers 의 Working Effectively with Legacy Code 의 seam 개념 + Dependency Inversion 의 결합. 매 unit test 의 어려움 = 매 design problem 의 signal.
매 핵심
매 testability dimensions (Robert Binder 1994)
- Observability: 매 internal state 의 inspection.
- Controllability: 매 input 의 injection.
- Isolability: 매 unit 의 independent execution.
- Predictability: 매 deterministic output.
매 seam types (Feathers)
- Object seam: 매 polymorphism (interface + implementation swap).
- Preprocessor seam: 매 macro / build flag.
- Link seam: 매 link-time symbol 의 replacement.
매 응용
- 매 hard-to-test code = refactor signal — 매 hidden coupling.
- Dependency injection 의 systematic 적용.
- Pure function core + I/O shell (functional core, imperative shell).
💻 패턴
Dependency injection
// Bad: hidden dependency, untestable
class OrderService {
async placeOrder(order: Order) {
const result = await fetch('https://api.stripe.com/charge', { /* ... */ });
await db.query('INSERT INTO orders ...');
}
}
// Good: injected, testable
interface PaymentGateway { charge(amount: number): Promise<ChargeResult>; }
interface OrderRepo { save(order: Order): Promise<void>; }
class OrderService {
constructor(private payments: PaymentGateway, private repo: OrderRepo) {}
async placeOrder(order: Order) {
await this.payments.charge(order.total);
await this.repo.save(order);
}
}
// Test
it('saves order after payment', async () => {
const payments = { charge: vi.fn().mockResolvedValue({ ok: true }) };
const repo = { save: vi.fn() };
const svc = new OrderService(payments, repo);
await svc.placeOrder(makeOrder({ total: 100 }));
expect(repo.save).toHaveBeenCalled();
});
Functional core, imperative shell
// Pure core (easy to test)
export function calculateInvoice(order: Order, taxRules: TaxRule[]): Invoice {
const subtotal = order.items.reduce((s, i) => s + i.price * i.qty, 0);
const tax = applyTaxRules(subtotal, taxRules);
return { subtotal, tax, total: subtotal + tax };
}
// Imperative shell (thin, integration-tested)
export async function generateInvoice(orderId: string) {
const order = await db.orders.findById(orderId);
const rules = await db.taxRules.findActive();
const invoice = calculateInvoice(order, rules); // pure
await db.invoices.save(invoice);
await emailService.send(order.customerId, invoice);
}
Hexagonal port for time
interface Clock { now(): Date; }
class SystemClock implements Clock { now() { return new Date(); } }
class FakeClock implements Clock {
constructor(private fixed: Date) {}
now() { return this.fixed; }
advance(ms: number) { this.fixed = new Date(this.fixed.getTime() + ms); }
}
class TokenService {
constructor(private clock: Clock) {}
isExpired(token: { expiresAt: Date }) {
return this.clock.now() > token.expiresAt;
}
}
Test data builder
class OrderBuilder {
private order: Order = { id: 'o1', items: [], total: 0, status: 'pending' };
withItem(item: Item) { this.order.items.push(item); return this; }
withStatus(s: OrderStatus) { this.order.status = s; return this; }
build() { return { ...this.order }; }
}
// Usage
const order = new OrderBuilder()
.withItem({ sku: 'A', price: 10, qty: 2 })
.withStatus('paid')
.build();
Sprout method (Feathers — adding to legacy)
// Legacy untestable
function processBatch(records: Record[]) {
for (const r of records) {
// ... 200 lines of mess ...
db.update(r);
}
}
// Add new logic via sprout (pure, testable)
export function shouldArchive(record: Record, today: Date): boolean {
return today.getTime() - record.createdAt.getTime() > 365 * 86400_000;
}
function processBatch(records: Record[]) {
const today = new Date();
for (const r of records) {
if (shouldArchive(r, today)) { /* new branch */ }
// ... existing mess unchanged ...
}
}
Humble object pattern
// View has no logic — humble
class CartView {
render(model: CartViewModel) { /* pure rendering */ }
}
// Presenter has all logic — testable without DOM
class CartPresenter {
buildViewModel(cart: Cart): CartViewModel { /* pure */ }
}
매 결정 기준
| 상황 | Approach |
|---|---|
| Side-effect heavy code | Inject dependencies |
| Time-sensitive logic | Clock port |
| Complex object graphs in tests | Test data builder |
| Legacy untouchable | Sprout method/class |
| UI logic | Humble object |
기본값: 매 constructor injection + 매 functional core + 매 ports for I/O.
🔗 Graph
- 부모: Technical-Architecture · Test-Driven_Development
- 변형: Hexagonal Architecture · Clean Architecture
- 응용: Dependency Injection · Test Doubles (테스트 대역)
- Adjacent: Test Automation Pyramid · The Two Hats
🤖 LLM 활용
언제: refactor for testability, seam identification, DI introduction. 언제 X: 매 framework-specific DI container choice — 매 ecosystem convention 의 우선.
❌ 안티패턴
- Mock everything: 매 mock soup — 매 test 가 implementation 의 mirror.
- Static singletons: untestable — 매 global state 의 source.
newin business logic: hidden dependency.- Test private methods: 매 leak — public surface 만 test.
🧪 검증 / 중복
- Verified (Feathers 2004 WELC; Binder 1994 testability metrics).
- 신뢰도 A.
🕓 Changelog
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | Manual cleanup — seams + DI + functional core patterns |