Matthew Hou

I collected 3,368 data points and let AI produce deep behavioral analyses. When I validated the output, I found a pattern that changes how I think about AI-driven research.

A viral post about rediscovered passion reveals what vibe coding really means — and who benefits...

You remember when SEO first became a thing? "Why would I optimize my website for Google? People can...

Two days after GitHub Copilot CLI hit general availability, researchers at PromptArmor published a...

If you write code with AI, you know the drill — better prompts, better models, bigger context...

I watched a teammate spend 20 minutes complaining that Copilot "doesn't understand our codebase."...

The METR study found developers were 19% slower with AI coding tools despite feeling 24% faster. Here's what this means for how we use AI coding tools effectively.

There's a popular narrative right now: let AI handle your code, review the output, ship faster. I...

If you're building with AI right now, you've probably had this moment: the demo works perfectly, you...

There's a great post on Dev.to right now arguing that LLMs are not deterministic and making them...

There's a blog post making the rounds right now about separating planning from execution when using...

Everyone talks about AI coding agents saving time. Nobody talks about the hidden costs that show up...

I know this sounds reckless. Hear me out.Our team of 6 maintains 12 microservices. Dependabot was...

Last month I went all-in on AI agents. Not just copilot-style autocomplete — full autonomous agents...

Last quarter I convinced my team to let me spend two weeks doing nothing but deleting code. No new...

For 30 years, robots.txt has been the handshake between websites and crawlers. "Here's what you can...

My first 7 open source pull requests were all closed without merging. Two were ignored entirely....