ended6월 20일· 1 sources
Shifting Left: Why AI Belongs in Your Planning, Not Your IDE
개발 도구가 아닌 팀 문화: AI 시대의 올바른 협업 전략
Why it matters
Adding AI coding assistants to developers' IDEs without changing team processes is fundamentally ineffective. The real productivity gains come from moving AI earlier in the development cycle—into specification and planning stages where it can implement from well-defined requirements rather than assist with coding. This requires rethinking how teams organize their work, shifting from tool-centric to process-centric AI integration.
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Spec-Driven DevelopmentAI agentsMob planningStacked diffsShift left