Thoughts on AI-assisted development, quality engineering, and building software that actually ships.
AI code generation is powerful but risky. Developers are shipping over-engineered, buggy solutions without realizing it. Here's a battle-tested checklist to catch problems before they hit production.
Read moreAI coding tools boost individual output but don't translate to faster project delivery. The real bottleneck isn't writing code—it's defining what to build and verifying it works. Here's how structured approaches fix this.
Read moreThe story behind creating an operating system for AI-assisted development. Why structure matters more than speed.
Read moreAI coding assistants are powerful but chaotic. Here's why structure beats raw speed every time.
Read moreThe difference between quality checklists and quality gates — and why only one of them actually works.
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