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Anthropic이 2024년 말 공개하고 2025년에 사실상 표준이 된 MCP. Resources·Tools·Prompts·Sampling 스펙과 전송 계층, OAuth 2.1 인증, 주요 서버(GitHub/Slack/Linear/Chrome/Playwright), 직접 서버 만들기, 보안 공격 벡터, 엔터프라이즈 운영까지. "LLM 시대의 USB-C"를 한 글로 해부합니다.
Claude
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- Published on
BFCL(Berkeley Function Calling Leaderboard)의 모든 것! 벤치마크 카테고리(Simple/Multiple/Parallel/Relevance/AST), 평가 메트릭, 모델 성능 비교(Claude/GPT/Gemini/Llama), 자체 모델 평가 방법, Tool Calling 개선 전략.- Published on
Zero-shot부터 Chain-of-Thought, Tree-of-Thought, ReAct, Few-shot, Self-Consistency까지 — 개발자를 위한 프롬프트 엔지니어링 30가지 기법을 실전 예시와 함께. Claude, GPT-4, Gemini에서 최대 성능을 끌어내는 방법.- Published on
Anthropic이 발표한 MCP(Model Context Protocol)는 AI 모델과 외부 도구를 연결하는 USB-C 같은 표준입니다. 직접 MCP 서버를 만들고 Claude Desktop에서 사용하는 방법까지 코드로 설명합니다.- Published on
모델이 아무리 좋아도 프롬프트가 엉망이면 결과도 엉망입니다. 2025년 현재 프로덕션에서 실제로 효과가 입증된 프롬프트 엔지니어링 기법 6가지를 코드와 함께 설명합니다.- Published on
AI 도구를 활용해 일본어 학습 속도를 극적으로 높이는 방법. ChatGPT, Claude, Anki AI, 음성 AI를 활용한 맞춤 일본어 학습 시스템 구축부터 IT 기술 일본어, 비즈니스 일본어까지 효과적으로 마스터하는 가이드.- Published on
Anthropic MCP 아키텍처, FastMCP Python SDK로 서버 구현, Resources/Tools/Prompts 원시 타입, Claude Desktop 통합, 에이전트 도구 표준화까지 MCP 완전 가이드입니다.- Published on
LLM API를 활용해 실제 애플리케이션을 개발하는 완전 실전 가이드. OpenAI, Anthropic Claude, Google Gemini API 활용법, 스트리밍, 함수 호출, 구조화된 출력, 비용 최적화, 그리고 프로덕션 베스트 프랙티스까지 상세히 다룹니다.- Published on
프롬프트 엔지니어링의 모든 기법을 완전히 마스터하는 가이드. Zero-shot, Few-shot, Chain-of-Thought, Tree of Thoughts, ReAct, Self-Consistency부터 시스템 프롬프트 설계까지 실전 예제로 배웁니다.- Published on
2026년 3월 Anthropic이 Claude Opus 4.6/Sonnet 4.6의 1M 토큰 컨텍스트 윈도우를 GA로 발표했다. 기존 128K~200K 제한에서 1M으로의 확장이 가져오는 활용 패러다임의 전환, 실전 활용 패턴 5가지, RAG 대비 트레이드오프, 비용 최적화 전략까지 종합 가이드를 제공한다.