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Notes on engineering choices, career growth, frontend architecture, and building software with enough taste to survive real use.

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Vibe Coding vs AI-Assisted Coding

How I separate blind prompting from a real AI workflow with agentic coding, MCP context, review, and verification.

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I used to think AI would dull my skills. Working at a fast-paced startup proved me wrong. Here's how I use AI as a multiplier.

Neither framework is universally better. Here's how I decide which one to reach for based on the project context.

A reflection on my path through the tech industry, the lessons learned, and advice for aspiring developers.