The AI Assistance Spectrum: Choosing the Right Level for Professional Software Engineering
A framework for understanding six levels of AI assistance in software development - from code review to vibe coding - with practical guidance on when to dial AI help up or down based on your context, risk tolerance, and project requirements.
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October 24, 2025Development