Insights on AI, Engineering,
and Production Reality
Long-form perspectives on what works in software and AI beyond the demo layer.
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AI/ML
software engineering
vibe coding
LLMs
hybrid development
AI Won't Replace Software Engineers. It's Changing What They're For.
AI tools are reshaping software development, but replacement is the wrong frame. Here's what AI does well, where it falls short, and why the hybrid model wins.
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