Blog - Web Development Articles & Tutorials

AI & Machine Learning Oct 15, 2026 • 4 min read

I Stopped Trusting My IDE to Fix My Code, Here's What Changed

I was deep in a production refactor last month when I realized something uncomfortable: I'd been asking my IDE's AI assistant to make changes across fifteen files without actually understanding the cascade of consequences. The tool was fast, confident, and mostly right. But "most...

Read More →

Claude ChatGPT

Web Development Oct 15, 2026 • 4 min read

Why I'm Obsessed With Local AI, and Why You Should Be Too

Three months ago, I handed a client's detailed financial records to a SaaS invoice platform. Within a week, they got a phishing email targeted specifically at their business name and industry vertical. Coincidence? Maybe. But it was enough to make me think differently about where...

Read More →

Claude JavaScript

AI & Machine Learning Oct 14, 2026 • 4 min read

Stop Picking Between Code Review Tools, Pick Based on Your Actual Workflow

Last month, I spent two hours in a Slack thread with my team debating whether we should switch from CodeRabbit to Claude's code review offerings. The conversation kept circling the same question: which one catches more bugs? By hour two, I realized we were asking the wrong questi...

Read More →

Claude LLM

Web Development Oct 14, 2026 • 4 min read

Why I'm Convinced Universities Are Finally Getting DevOps Right (And Why It Took This Long)

I got an email last week from a junior developer I mentored, fresh out of university, good grades, solid fundamentals. On their first sprint, they broke the entire staging pipeline because they'd never actually *seen* a Dockerfile before. Not theoretically. Not in a lecture. Never...

Read More →

Python Kubernetes

AI & Machine Learning Oct 13, 2026 • 5 min read

The Local LLM Fantasy Nobody's Talking About: Why Your Benchmarks Are Lying to You

Last month, I spent a weekend setting up Qwen locally because I was tired of Claude API bills. I had a 24GB GPU gathering dust, I'd seen the SWE-bench scores, and the math seemed obvious. By Sunday afternoon, I had a working setup. By Monday morning, I realized I'd completely mis...

Read More →

Claude LLM

Web Development Oct 13, 2026 • 5 min read

I Built a Lovable App and Learned the Hard Way: PWA Doesn't Mean Mobile App

Three months ago, a client came to me excited. They'd built their product in Lovable, a scheduling tool for small service businesses, and wanted it "on the App Store by next week." I remember the exact feeling: that sinking moment when you realize the person across from you has a f...

Read More →

Startups UI Design

AI & Machine Learning Oct 12, 2026 • 4 min read

Why I Don't Trust AI to Read Deprecation Notices (And Neither Should You)

Last month, I was integrating a third-party API at work and asked Claude for a quick example of how to handle authentication. It gave me code using an endpoint that looked official, clean, well-documented. I almost shipped it. Then I checked the vendor's changelog and realized it...

Read More →

Claude

Web Development Oct 12, 2026 • 4 min read

The Open-Source Tools We Actually Need vs. The Ones We're Building for Twitter

I spent last Friday evening staring at my GitHub notifications, watching yet another "revolutionary" project hit 5000 stars in 48 hours. It got me thinking: are we celebrating the tools we actually need, or are we celebrating the tools that generate the most engagement? That's th...

Read More →

JavaScript Productivity

AI & Machine Learning Oct 11, 2026 • 5 min read

Why I'm Treating Immigration Policy Like a Production Failure: A Developer's Reality Check

Last month, one of our best senior ML engineers told me she was leaving. Not because of money, not because she found a better project, because her visa pathway just got significantly longer and she wanted certainty. She's now at a company in Bangalore with a remote contract to a E...

Read More →

Career Growth Machine Learning

Web Development Oct 11, 2026 • 5 min read

The Human Handoff Problem That AI Agents Keep Getting Wrong

Last month, I watched one of our automated procurement bots get stuck on a vendor's custom-quote form. It had filled in fifteen fields perfectly, understood the business context, and then just... stopped. Sat there. The human sales rep who should have caught it was three hours aw...

Read More →

Python OpenAI

Blog & Articles

I Stopped Trusting My IDE to Fix My Code, Here's What Changed

Why I'm Obsessed With Local AI, and Why You Should Be Too

Stop Picking Between Code Review Tools, Pick Based on Your Actual Workflow

Why I'm Convinced Universities Are Finally Getting DevOps Right (And Why It Took This Long)

The Local LLM Fantasy Nobody's Talking About: Why Your Benchmarks Are Lying to You

I Built a Lovable App and Learned the Hard Way: PWA Doesn't Mean Mobile App

Why I Don't Trust AI to Read Deprecation Notices (And Neither Should You)

The Open-Source Tools We Actually Need vs. The Ones We're Building for Twitter

Why I'm Treating Immigration Policy Like a Production Failure: A Developer's Reality Check

The Human Handoff Problem That AI Agents Keep Getting Wrong

Categories

Popular Tags

Stay Updated

Search Articles