Anthropic research shows developers using AI assistance scored 17% lower on comprehension tests when learning new coding ...
What separates casual vibe coders from elite builders? It's not better prompts. It's systems. Here's the exact framework I use to keep AI projects production-ready.
The moment an AI system can read internal systems, trigger workflows, move money, send emails, update records or approve actions, the risk profile changes.
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