Web Development Articles

Web Development Oct 23, 2026 • 4 min read

When a Vulnerability Sits Hidden for Two Years, We All Have a Problem

I was debugging a memory leak in one of our microservices last month when a colleague mentioned the PHP security incident casually over coffee. "Yeah, they patched something critical," he said. I nodded and moved on. But then I actually read the details, and something clicked: th...

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Web Development Oct 22, 2026 • 4 min read

Why I Finally Stopped Shipping Code and Started Owning Problems

Last year, I handed off a major feature to a client and considered it "done." The code was merged, tests passed, deployment went smooth. Three weeks later, they called me at 2 AM because the feature was creating duplicate records under specific network conditions. I'd shipped cod...

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Career Growth Enterprise Software

Web Development Oct 21, 2026 • 5 min read

I Built an AI System Before Reading Quebec's Privacy Law, Here's What I Should Have Done First

I launched a RAG-based document assistant for a client last year. It was elegant: users asked questions, the system pulled relevant documents from their shared drive, and Claude synthesized answers. The client loved it. Three months later, their legal team asked a question that m...

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Claude LLM

Web Development Oct 20, 2026 • 4 min read

I Built an Audio Story Generator Last Weekend, Here's What Actually Matters

Three weeks ago, a client asked me if we could turn user prompts into narrated stories for their education platform. My first instinct was to say "that's too complex, too expensive." Then I remembered seeing something about ElevenLabs and realized I could build a proof-of-concept...

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LLM Python

Web Development Oct 19, 2026 • 5 min read

I've Been Letting AI Lie to Me About My Smart Contracts, And I'm Done With It

Six months ago, I watched Claude confidently suggest that a failed deposit transaction needed an ERC20 approval, even though I'd already approved the token three times. The agent was pattern-matching. It wasn't thinking. I pasted the error message, got a plausible-sounding guess...

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Claude LLM

Web Development Oct 18, 2026 • 5 min read

I Wasted a Week Running Ollama on K3s Before Understanding GPU Pass-Through

I remember the exact moment I realized my "private AI infrastructure" was a lie. I'd spun up K3s on a server with an RTX 4090, deployed Ollama with Open-WebUI, and asked it a simple question. Then I watched the cursor blink. One token per second. The GPU sat there, idle, while my...

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LLM Kubernetes

Web Development Oct 17, 2026 • 4 min read

I Built a Supabase App Without Thinking About Key Management, and I Got Lucky

Three months into production with a client project, I was debugging why our encrypted API tokens kept failing on refresh. I realized mid-coffee that our decryption key was sitting in a `.env` file that got committed to git *once*, and I'd been losing sleep over something I'd alre...

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JavaScript Git

Web Development Oct 16, 2026 • 4 min read

Why I Finally Stopped Pretending My Notes System Works, and What I Learned Testing Seven AI Tools

Three months ago, I realized I had notes scattered across four different apps. Meeting summaries lived in one place, project ideas in another, code snippets in a third, and half my technical decisions were just... gone. The irony hit me hard: I build full-stack applications for a...

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Claude Startups

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...

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Claude JavaScript

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...

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Python Kubernetes