docs: README 갱신 — AI 활용 + API 활용 방점 (v1.0 → v2 현행화)#178
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stale v1.0 내용(4-node architect/designer/coder/executor·418 tests·Claude 4.7· Phase 2c 91.2% 표)을 v2 현행으로 교체. 사용자 요청대로 AI 활용에 방점 + API 활용 포함. - 🤖 AI 활용: 멀티에이전트 LangGraph 파이프라인(13노드 역할/모델 표) + 모델 티어링(Opus 정밀=formalizer/faithfulness·Sonnet 발산=전략/서술/QA/검산·golden↔ brute 모델 다양성) + 구조화 출력(typed tool call) + 단일-IR consistency-by- construction + 자기교정 루프(faithfulness round-trip·QA back-route) + 'AI 판단 vs 결정론 경계'(정답성은 symbolic verifier가 결정). - 🔌 API 활용: (A) Anthropic API(langchain_anthropic·with_structured_output·모델 ID·비용 $0.4~0.6/run) + (B) FastAPI 서비스(healthz/generate/jobs 3엔드포인트·202 async job·idempotency·429·stateless·계약 v3.2). - 파이프라인 위상(P1/P2 노브 표)·19 algorithm catalog·Quick Start(main_v2/batch/ api/difficulty)·문서 SSOT(계약 포함) 현행화. 모든 수치 실측 검증: 903 passed·Python 3.11+·모델 상수(config/노드)·API 3엔드포인트· 계약 v3.2. 코드/스키마/DB 무변경(docs-only).
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요약
stale 해진 v1.0 README(4-node
architect/designer/coder/executor· 418 tests · Claude 4.7 · Phase 2c 91.2% 표)를 v2 현행으로 교체. 요청대로 AI 활용에 방점 + API 활용 포함.변경
🤖 AI 활용 (방점)
🔌 API 활용
langchain_anthropic+with_structured_output, 모델 ID, 비용 $0.4~0.6/runGET /healthz·POST /v1/problems/generate(202 async job·idempotency·429 Retry-After) ·GET /v1/jobs/{job_id}, stateless, 계약 v3.2기타 현행화
정확성
모든 수치 실측 검증: 903 passed · Python 3.11+ · 모델 상수(
ipe/v2/config.py+노드) · API 3엔드포인트(ipe/v2/api.py) · 계약 v3.2. 코드/스키마/DB 무변경 (docs-only).