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2 reflections

January 24, 2026

If AI Makes Code Fast, Our SDLC Has to Get Smarter

When AI can write code in minutes, the bottleneck shifts from typing to understanding, validation, and learning. Here's what a smarter software development lifecycle looks like.

November 8, 2025

We Have Always Built on Layers. This Layer (AI) Is Just Smarter.

There's a lot of concern right now about AI tools doing junior developers a disservice. But this fear isn't new.

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