c24165b8bc
에이전트 8종(대화형/프로그래머 C·S/디자이너/설계자/기획자/QA/PD/PM)에게 [공통 기본 능력 + 롤별 Specialty] 2층으로 지식을 주입하기 위한 재분류. 문서 내용·포맷은 무수정, 폴더 이동만 (6,372개 문서 수 보존 확인). - Topic_Programming → Domain_Programming (내부 구조 보존) - Topic_Graphic → Domain_Design - Topic_Business → Domain_Product - Topic_General → Domain_General - _Common 신설: Math(구 Topic_Math_Specialty), Reasoning(구 General/From_Thinking & Reasoning), Reasoning_Creativity(구 General/From_창의성), Communication(Poetic_Blog_Writing + From_writing) - 타 도메인의 From_* 폴더는 유지 (출처 표기일 뿐, 이미 도메인에 맞게 분류된 문서) - 빈 폴더 정리 (memory/procedures) - 에이전트→폴더 매핑은 workspace의 .astra/agent-knowledge-map.json (9개 에이전트) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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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-api-first-architecture | API-First Architecture | 10_Wiki/Topics | verified | self |
|
none | A | 0.9 | applied |
|
2026-05-10 | pending |
|
API-First Architecture
매 한 줄
"매 API spec 의 first artifact — code follows contract". 매 design-first → spec → mock → impl 매 separate workflow. 매 Swagger (2010) → OpenAPI 3.0 (2017) → 3.1 (2021, JSON Schema 2020-12 align) → AsyncAPI 2.6/3.0 (events) → buf (gRPC). 매 2026 modern stack 은 spec-driven codegen + lint (Spectral) + breaking change detection (buf, oasdiff) + AI-assisted spec (Claude Opus 4.7).
매 핵심
매 workflow
- Design: write OpenAPI/proto spec 매 먼저.
- Review: stakeholders (FE/BE/partner) review spec, not code.
- Mock: Prism/Stoplight serve mock from spec.
- Generate: SDK (oapi-codegen, openapi-typescript), server stubs.
- Implement: fill stubs, validate at runtime.
- Test: contract tests against spec.
- Govern: lint (Spectral), diff (oasdiff), versioning.
매 vs code-first
- Code-first: write handler → annotate → generate spec. Drift risk, late stakeholder feedback.
- API-first: write spec → generate handler → fill. Single source of truth.
매 응용
- Public SaaS API — Stripe-style spec-driven.
- Multi-platform SDK distribution — auto-generated TS/Python/Go/Java clients.
- Frontend/backend parallel dev — FE works against mock from day 1.
- B2B integration contracts — partners review spec before impl.
💻 패턴
OpenAPI 3.1 spec
openapi: 3.1.0
info: { title: Orders API, version: 1.0.0 }
paths:
/orders/{id}:
get:
operationId: getOrder
parameters:
- { name: id, in: path, required: true, schema: {type: string} }
responses:
"200":
description: OK
content:
application/json:
schema: { $ref: "#/components/schemas/Order" }
"404": { $ref: "#/components/responses/NotFound" }
components:
schemas:
Order:
type: object
required: [id, status]
properties:
id: { type: string, format: uuid }
status: { type: string, enum: [pending, paid, shipped] }
total: { type: number, minimum: 0 }
Mock server (Prism)
npx @stoplight/prism-cli mock spec.yaml --port 4010
# Now FE devs hit http://localhost:4010/orders/123 with realistic responses
Spectral lint config
# .spectral.yaml
extends: [[spectral:oas, all]]
rules:
operation-operationId-unique: error
operation-tag-defined: error
no-eval-in-markdown: error
custom-versioned-path:
given: "$.paths"
severity: error
then:
function: pattern
functionOptions: { match: "^/v\\d+/" }
Type-safe client (openapi-typescript)
npx openapi-typescript spec.yaml -o src/api-types.ts
import createClient from "openapi-fetch";
import type { paths } from "./api-types";
const client = createClient<paths>({ baseUrl: "https://api.example.com" });
const { data, error } = await client.GET("/orders/{id}", {
params: { path: { id: "abc" } },
});
// data: Order | undefined, fully typed
Server stub (oapi-codegen, Go)
oapi-codegen -package api -generate types,server spec.yaml > api/api.gen.go
type ServerImpl struct{ db *sql.DB }
func (s *ServerImpl) GetOrder(c echo.Context, id string) error {
var o Order
if err := s.db.QueryRow("SELECT ...").Scan(...); err != nil { ... }
return c.JSON(200, o)
}
Breaking change detection (oasdiff)
oasdiff breaking spec-v1.yaml spec-v2.yaml --fail-on ERR
# CI gate: blocks PR if breaking change without major version bump
AsyncAPI for events
asyncapi: 3.0.0
info: { title: Orders Events, version: 1.0.0 }
channels:
orderCreated:
address: orders.created
messages:
OrderCreatedMessage:
payload:
$ref: "#/components/schemas/Order"
operations:
publishOrderCreated:
action: send
channel: { $ref: "#/channels/orderCreated" }
buf for gRPC governance
# buf.yaml
version: v2
modules:
- path: proto
breaking:
use: [FILE]
lint:
use: [DEFAULT]
except: [PACKAGE_VERSION_SUFFIX]
매 결정 기준
| 상황 | Spec |
|---|---|
| HTTP REST, public | OpenAPI 3.1 |
| Async events | AsyncAPI 3.0 |
| gRPC | proto + buf |
| GraphQL | SDL + Apollo Federation |
| Internal-only, single team | Code-first (faster iteration) |
기본값: 매 OpenAPI 3.1 + Spectral lint + Prism mock + openapi-typescript codegen + oasdiff CI.
🔗 Graph
- 부모: API Fundamentals
- 응용: OpenAPI
- Adjacent: Consumer-Driven Contracts · API Gateway
🤖 LLM 활용
언제: 매 multi-team API, 매 public SDK distribution, 매 partner integration, 매 FE/BE parallel dev. 언제 X: 매 prototype, 매 throwaway script, 매 single-developer monolith.
❌ 안티패턴
- Spec-as-documentation only: 매 not source of truth, 매 drift. 매 codegen-driven 의 enforce.
- No CI lint: 매 spec rot. 매 Spectral / vacuum 의 사용.
- Big-bang spec: 매 review fatigue. 매 incremental + path-scoped reviews.
- No mock: 매 FE blocked on BE. 매 Prism mock 의 day-1 deploy.
🧪 검증 / 중복
- Verified (OpenAPI 3.1 spec, AsyncAPI spec, Stoplight docs, buf docs, ThoughtWorks Tech Radar "Design APIs first").
- 신뢰도 A.
🕓 Changelog
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | Manual cleanup — full content (API-first workflow + tooling) |