AI한테 “앱 만들어줘”만 치면
대부분 결과가 이상하게 나옴 (10분 핵심 강의 한국어 번역)
Claude Code도 바로 코딩시키면 안 되고
먼저 코드베이스를 살펴보고
수정 계획부터 세우게 해야 함
분석 → 계획 → 작은 구현 → 테스트
이 순서로 써야 훨씬 결과가 좋아짐
Claude 팀이 30분 이내에 AI 에이전트 만드는 방법공개
요즘 Ai 바이브 코딩을 하다보니까
이런 강의가 정말 필요했는데 찾아보니
클로드 팀이 직접 강의 한게 있어서 가져와봄
원본 24분이고 한국어로 핵심 요약해서
10분정도로 편집해봤습니다
영상보고 풀버전 궁금하신분은
댓글에 출처와 원본 남겨놓겠습니다 !
🚨 STOP BURNING YOUR TOKENS!
If you use Claude Code, you are probably wasting 80% of your context window.
I found 10 ace tools that will completely rescue your API bill.
1. Caveman Claude
- Literally makes Claude talk like a caveman
- Slashes 75% of output tokens with zero loss in accuracy
Repo → https://t.co/eEvSOvHutG
2. RTK (Rust Token Killer)
- A blazing fast proxy that filters terminal output
- 60-90% reduction and completely dependency-free
Repo → https://t.co/lDfjbsbPD5
3. Code Review Graph
- Claude reads only what matters using a Tree-sitter graph
- An unbelievable 49x token reduction on huge monorepos
Repo → https://t.co/xGn6Pp88yX
4. Context Mode
- Sandboxes raw output into SQLite instead of your context
- A staggering 98% context reduction on logs & GitHub
Repo → https://t.co/Jut2bvBMUD
5. Claude Token Optimizer
- Brilliant setup prompts that optimize any project
- 90% token savings, taking docs from 11K to 1.3K
Repo → https://t.co/0uOFODbG7e
6. Token Optimizer
- Hunts down the invisible ghost tokens eating your context
- Fully restores and protects your context quality
Repo → https://t.co/LUOzjECXKm
7. Token Optimizer MCP
- Adds aggressive caching and compression to your MCP tools
- 95%+ token reduction through pure intelligence
Repo → https://t.co/b5Eqruo2PM
8. Claude Context
- Zilliz’s hybrid vector search MCP
- Makes your entire codebase the context for 40% less cost
Repo → https://t.co/hPG6pb0j3G
9. Claude Token Efficient
- Just drop one CLAUDE.md file into your repo
- Enforces strict terseness with zero code changes
Repo → https://t.co/fNrl6nwItF
10. Token Savior
- Navigates your code by symbols, not giant files
- 97% reduction on code navigation with persistent memory
Repo → https://t.co/lkILPhfwJh
----
[ The god-tier stack ]
Pick 2-3 based on what’s draining you:
> Massive repo? Code Review Graph + Token Savior
> Heavy terminal output? RTK
> MCP data dumps? Context Mode
> Need an instant fix? Caveman + Claude Token Efficient
Most devs are bleeding tokens.
Run `/context` in a fresh session and watch the savings roll in 👀
Claude just dropped 13 AI courses… for FREE.
1. Claude 101. Learn Claude for everyday work.
https://t.co/RhWOa5If1h
2. AI Fluency: Frameworks & Foundations.
https://t.co/ab1GTlX31f
3. Introduction to Agent Skills.
https://t.co/UPlDp7ruGN
4. Building with the Claude API.
https://t.co/GJ0HQRg5Zw
5. Claude Code in Action.
https://t.co/PYZ6f15ac5
6. Intro to Model Context Protocol.
https://t.co/EagFEHaC34
7. MCP: Advanced Topics.
https://t.co/OP0Gf2vqGK
8. AI Fluency for Students.
https://t.co/nRBkxjrwUF
9. AI Fluency for Educators.
https://t.co/flGmgnUFq3
10. Teaching AI Fluency.
https://t.co/sXOsFI6nP6
11. AI Fluency for Nonprofits.
https://t.co/t9OsKxQPFK
12. Claude with Amazon Bedrock.
https://t.co/6R2avXkrC8
13. Claude with Google Cloud's Vertex AI.
https://t.co/eunpNwMETO
🚨 A google engineer automated 80% of his work with claude code..
he now works 2-3 hours a day instead of 8 while the system runs itself
as CEO of Antrhopic predicted in this video (there's few more insights btw)
[ what blew my mind ]:
the entire setup takes 15 minutes.. not weeks
> one CLAUDE.md file based on karpathy's rules
> claude stops breaking conventions (violations drop from 40% to 3%)
> 27 specialized agents ready out of the box
> a dotnet app checks gitlab every 15 minutes
> claude reads issues, creates branches, pushes PRs automatically
[ the part nobody's talking about ]:
claude code v2.1.100 is silently inflating your tokens by 20,000 per request.. you can't even see it
your instructions get diluted.. quality drops.. and you have no idea why
fix: one command, 30 seconds
[ and the craziest part ]:
between you and full automation there are 3 commands and one markdown file
most developers will never set this up.. not because it's hard, but because they think it is
full breakdown with every step is here
Claude Code 공부할때
강추하는 한국어 가이드 사이트!! 여기에 기초부터 심화까지 모든 내용 다 있음
🔗https://t.co/wocR0AuKc5
1. 클로드코드란? 웹 https://t.co/mbbKLAQg99가 뭐가 다른지, 왜 파일을 직접 읽고 수정하는 게 강력한지 입문자 눈높이로 설명
2. 바이브코딩에 대한 개념
코드 몰라도 AI에게 지시만으로 앱 만드는 방법도 확인 가능
3. 다양한 명령어 모음
4. MCP, Hooks, Sub-agents까지 고급 기능도 정리