Articles
Deep-dives on AI, GitHub, RAG, cloud and DevOps - written by engineers shipping production systems in 2026.
Why Your Lighthouse Score Is 40 and How I Got to 95
I took a client site from a Lighthouse performance score of 38 to 94 in two weeks. Here's the specific changes, in order of impact, with before-and-after numbers for each.
I Built the Same App in React, Vue, and Svelte. The Honest Winner.
Same requirements, three frameworks. I built a real-time task management app in React, Vue 3, and Svelte and tracked developer experience, bundle size, performance, and how much I wanted to throw my laptop.
CSS Grid Finally Clicked for Me. Here's the Mental Shift That Did It.
I used flexbox for everything for three years because CSS Grid intimidated me. Then one explanation changed how I thought about layouts entirely. Here's the framing that finally made it make sense.
I Stopped Using Stack Overflow Six Months Ago. Here's What Happened
After 11 years of copy-pasting from Stack Overflow, I switched entirely to AI for my coding questions. Six months later, I have thoughts - some of which genuinely surprised me.
Why Your AI Prompts Keep Failing (It's Not the Model's Fault)
Most developers blame the AI when prompts don't work. After a year of building AI-powered tools, I've come to a different conclusion: the problem is almost always how we frame the request.
I Built an AI Agent to Handle My Emails for 30 Days. Honest Review.
I used n8n and Claude to build an AI agent that triages, drafts responses to, and files my emails. Here's what it got right, what it got hilariously wrong, and whether I'm still running it.
Prompt Engineering Is Dead. Long Live Context Engineering.
The term 'prompt engineering' set us up to think about the wrong problem. What actually determines AI output quality is context - and that requires a completely different mental model.
The AI Tools I Actually Use Every Day (And the Ones I Hyped Too Soon)
I've tried almost every AI tool in the last 18 months. Here's the short, honest list of what's actually in my daily workflow, what I abandoned after the hype wore off, and what surprised me.
Will AI Replace Programmers? A Programmer's Honest Answer
I've been writing code professionally for 12 years. I've watched AI go from novelty to daily tool. Here's my honest, unexaggerated answer to the most anxious question in our industry.
I Got Phished by an AI-Powered Email. Here's Exactly How It Worked
I consider myself reasonably security-aware. Then I clicked a link I absolutely should not have clicked. The email that got me was so good it scared me more than getting phished did.