Coding as Prompting Since 2025

2025 년 부터 AI:DOL 이라는 AI 네이티브한 프로젝트를 만들면서 겪은 변화를 정리한 이야기.

Transcript

1. Coding as Typing Prompting Jimmy Moon (현경, 炫炅)
2. DISCLAIMER
3. Coding as Typing For Over 40 years Experienced Programmer
4. Coding as Prompting Since 2025
5. Helped About 30%
6. The Invasion from AI Coding Agent
7. The Invasion from AI Coding Agent
8. The Invasion from AI Coding Agent
9. Something Has Changed
10. The Invasion from AI Coding Agent
11. The Invasion from AI Coding Agent
12. Generated 80% of Agent and 20% of Me
13. The Invasion from AI Coding Agent
14. The Invasion from AI Coding Agent
15. The Invasion from AI Coding Agent
16. The Invasion from AI Coding Agent
17. Everything Is Falling Apart
21. 소프트웨어 개발 투입시간의 변화
22. 소프트웨어 생산방식의 변화
26. AI:GO Run models on your own machine AI:DOL Platform for serving models and multiple AI products
29. More SKILLs, Agents & Rules Orchestration 20% Typing, 80% Prompting Code Changes For The Last 3 Month
30. Coding with AI Agents
31. AI Coding Agents Engineering
36. AI 에이전트를 정의하는 3가지 문서
41. Claude Code를 확장하는 4가지 방법
46. Agentic Orchestration
49. Agentic Orchestration In The Real World
54. Build Your Own Agentic Orchestration
64. Coding is changing but Code is still alive
70. The 8 levels of AI-assisted coding https://addyosmani.com/blog/code-agent-orchestra/ - Steve Yegge
73. Agentic Orchestration Presets • oh-my-claudecode — Claude Code용 팀 오케스트레이터, 32 에이전트·5가지 실행 모드로 Autopilot부터 병렬 Ultrapilot까지 지원 • oh-my-claude-code — "ultrawork" 한 단어로 전체 에이전트를 병렬 활성화, 수동 개입 없이 완료까지 자율 실행 • oh-my-openagent — Ultrawork 개념 원조, Sisyphus 오케스트레이터 + 비동기 5개 병렬 큐로 끝까지 밀어붙이는 구조 • everything-claude-code — 28 에이전트·119 스킬·Instincts/Memory 포함, 하네스 성능 최적화에 특화된 대규모 컬렉션 • gstack — 28 스킬 + 실제 Chromium 브라우저 자동화, 코딩부터 QA·배포·보안감사까지 커버하는 완결형 툴킷 • superpowers — 계획 없이 코딩하면 강제 차단, TDD·설계 우선 원칙을 팀에 강제하는 가드레일 중심 스킬셋 • oh-my-codes — 학습용. 7 에이전트 + ralph/autopilot 패턴으로 멀티에이전트 오케스트레이션 구조를 익히기 좋은 레퍼런스
74. References • Harness design for long-running application development \ Anthropic - https://www.anthropic.com/engineering/harness-design- long-running-apps • Effective harnesses for long-running agents \ Anthropic - https://www.anthropic.com/engineering/effective-harnesses-for-long- running-agents • Extend Claude with skills - Claude Code Docs - https://code.claude.com/docs/en/skills • How Claude remembers your project - Claude Code Docs - https://code.claude.com/docs/en/memory • Create custom subagents - Claude Code Docs - https://code.claude.com/docs/en/sub-agents • Run prompts on a schedule - Claude Code Docs - https://code.claude.com/docs/en/scheduled-tasks • Agent SDK overview - Claude API Docs - https://platform.claude.com/docs/en/agent-sdk/overview • Introducing Claude Sonnet 4.5 \ Anthropic - https://www.anthropic.com/news/claude-sonnet-4-5 • AddyOsmani.com - The Code Agent Orchestra - what makes multi-agent coding work - https://addyosmani.com/blog/code-agent- orchestra/ • My AI Adoption Journey – Mitchell Hashimoto - https://mitchellh.com/writing/my-ai-adoption-journey • Skill Issue: Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI - YouTube - https://www.youtube.com/watch?v=kwSVtQ7dziU • 코드 리뷰를 없애는 방법 | GeekNews - https://news.hada.io/topic?id=27546 • 풀 리퀘스트는 죽었다, 풀 리퀘스트 만세 | GeekNews - https://news.hada.io/topic?id=27700 • 개발 문화가 죽어가고 있다: 호기심 많은 개발자는 사라졌다 | GeekNews - https://news.hada.io/topic?id=23222 • IDE의 죽음? | GeekNews - https://news.hada.io/topic?id=27720 • microsoft/agent-lightning: The absolute trainer to light up AI agents. - https://github.com/microsoft/agent-lightning • karpathy/autoresearch: AI agents running research on single-GPU nanochat training automatically - https://github.com/karpathy/autoresearch