Blog - Web Development Articles & Tutorials

AI & Machine Learning Jun 23, 2026 • 4 min read

I Almost Built a $2,300 Bug Into Production (And You Probably Will Too)

Last month, I was setting up LiteLLM for a project that needed to juggle multiple AI providers. DeepSeek for everyday tasks, GPT-4o as "backup." Simple, right? I was configuring the fallback chain when something in my head clicked, I'd seen this exact pattern destroy budgets at...

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Startups Claude

Web Development Jun 23, 2026 • 5 min read

Why AI Coding Agents Failed at My Unity Project, Until I Realized the Real Problem

Last month, I watched Claude systematically break a Unity prefab system I'd spent days designing. It wasn't that Claude is bad at C#-it's actually quite good. The issue was that Claude was editing files in a vacuum. It could change the code, but it couldn't see what the Editor wa...

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Claude UI Design

DevOps & Cloud Jun 22, 2026 • 4 min read

The SELinux Breaking Change Nobody's Talking About (Until It Breaks Your Pods)

I spent three hours last week debugging why a privileged container couldn't write to a volume that an unprivileged container had created. The volume existed, the permissions looked fine, but everything just... hung. It wasn't until I dug into the SELinux contexts that things clic...

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Kubernetes

Design & UX Jun 22, 2026 • 4 min read

Stop Defending Mobile-First CSS Like It's a Religion

I spent three months last year fighting with a design system that was built on the religion of mobile-first CSS. Every time we needed to adjust something for tablet or desktop, we'd add another min-width query, inherit styles we didn't want, and then have to override them with in...

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AI & Machine Learning Jun 22, 2026 • 4 min read

When Enterprise AI Actually Works: Samsung's ChatGPT Rollout Made Me Reconsider What's Possible

Last week, I was debugging a particularly nasty authentication issue in our API when I caught myself thinking: "I could really use an AI that actually understands the context here." Three hours later, I had my answer from ChatGPT, and it was better than I expected. Then I read th...

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Startups ChatGPT

Web Development Jun 22, 2026 • 4 min read

I Got Blindsided By My AI Gateway Bill, Here's What I Should Have Known

Three months into production, I got a Slack message from our finance team that made my stomach drop. Our OpenAI bill had multiplied by 4x with no corresponding increase in user traffic. I spent two hours digging through logs, convinced we had a runaway process or a customer abusi...

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Claude ChatGPT

DevOps & Cloud Jun 21, 2026 • 4 min read

The Security Hole in My Monitoring Stack I Didn't Know I Had

I was sitting in a security audit last quarter when the consultant casually mentioned that my Prometheus node exporter had "unrestricted container execution capabilities." I laughed. It's just reading metrics. Then she showed me the RBAC role I'd written three years ago, and my s...

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Kubernetes

Design & UX Jun 21, 2026 • 5 min read

Stop Building Personalization Features Without a Map

I was three weeks into building a recommendation engine for a fintech client when the product manager asked me to add "something like Spotify's Discover Weekly." I nodded, made a mental note, and went back to my tickets. Two months later, we shipped something that technically wor...

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Algorithms

AI & Machine Learning Jun 21, 2026 • 4 min read

When AI Actually Solves Something: My Thoughts on Rare Disease Diagnosis

I've spent the last five years building web applications that mostly help people manage their schedules, track expenses, or share photos. Useful? Sure. But lately, I've been thinking about what "useful" actually means. Last week, I read about researchers using an AI model to diag...

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OpenAI Career Growth

Web Development Jun 21, 2026 • 5 min read

I Let My AI Agent Read My AWS Credentials. Here's What I Learned

I shipped an HTML injection vulnerability in an AI chatbot three years ago. The model spit out some HTML, I rendered it straight to the page, and a user discovered they could inject arbitrary content. It was humbling, and I thought I'd learned the lesson: never trust what an LLM...

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Claude AWS

Blog & Articles

I Almost Built a $2,300 Bug Into Production (And You Probably Will Too)

Why AI Coding Agents Failed at My Unity Project, Until I Realized the Real Problem

The SELinux Breaking Change Nobody's Talking About (Until It Breaks Your Pods)

Stop Defending Mobile-First CSS Like It's a Religion

When Enterprise AI Actually Works: Samsung's ChatGPT Rollout Made Me Reconsider What's Possible

I Got Blindsided By My AI Gateway Bill, Here's What I Should Have Known

The Security Hole in My Monitoring Stack I Didn't Know I Had

Stop Building Personalization Features Without a Map

When AI Actually Solves Something: My Thoughts on Rare Disease Diagnosis

I Let My AI Agent Read My AWS Credentials. Here's What I Learned

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