Blog - Web Development Articles & Tutorials

Web Development Oct 24, 2026 • 4 min read

I Built an AI Audit Script and Realized I've Been Optimizing for the Wrong Bots

I spent two hours last week debugging why my tech blog wasn't showing up in ChatGPT search results, despite having solid Google rankings. I assumed it was some technical misconfiguration, a robots.txt rule I forgot, or maybe Cloudflare silently blocking something. But the real pro...

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Claude LLM

DevOps & Cloud Oct 23, 2026 • 4 min read

The DevOps Job Market Just Told Me Something Important About Where We're Heading

Last month, I got pinged by three different companies asking if I knew any DevOps engineers. When I asked what they were offering, the answers ranged from "competitive" to "we're flexible." None of them seemed to realize they were competing for the same tiny pool of talent. It ma...

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AWS Kubernetes

AI & Machine Learning Oct 23, 2026 • 5 min read

Stop Building Monolithic AI Agents, Trees Work Better

I spent three weeks last month debugging a system where one Claude instance was supposed to handle research, planning, and code review simultaneously. The prompt ballooned to 4000 tokens. The latency grew. The model kept hallucinating because it was trying to context-switch betwe...

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Claude LLM

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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Tech News Oct 22, 2026 • 7 min read

PHP Shipped Two 9.2 RCEs. My Server Says 8.3.35, and That Answer Is Not Good Enough

PHP patched two critical remote code execution bugs on 21 October. Checking my own server turned a simple version check into a lesson about shared hosting.

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Tech News Oct 22, 2026 • 4 min read

Why Your Startup Doesn't Need a Full-Time DevRel Hire (Yet)

I spent three years watching a founder I know struggle with a specific problem: his API was genuinely good, but developers kept bouncing off the onboarding experience. He'd patch the docs himself between releases, write scattered blog posts when he had time, and answer GitHub iss...

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Startups

AI & Machine Learning Oct 22, 2026 • 5 min read

I Built A "Smart" SQL Agent And Learned The Hard Way Why It Doesn't Matter If It's Intelligent

Last quarter, I spent two weeks building an AI agent that could write SQL from natural language. It was impressive, genuinely impressive. I'd describe a metric in English, and it would come back with perfect queries, proper joins, even anticipated edge cases. My team thought it wa...

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Python AI Agents

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

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

Why I'm Finally Taking RAG Seriously (And Why You Should Too)

I spent three months last year building a chatbot that just... didn't work. We threw everything at it, fine-tuned models, prompt engineering, the works, and it still hallucinated like crazy when users asked it about our proprietary documentation. Then a colleague whispered the magi...

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LLM ChatGPT

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

Blog & Articles

I Built an AI Audit Script and Realized I've Been Optimizing for the Wrong Bots

The DevOps Job Market Just Told Me Something Important About Where We're Heading

Stop Building Monolithic AI Agents, Trees Work Better

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

PHP Shipped Two 9.2 RCEs. My Server Says 8.3.35, and That Answer Is Not Good Enough

Why Your Startup Doesn't Need a Full-Time DevRel Hire (Yet)

I Built A "Smart" SQL Agent And Learned The Hard Way Why It Doesn't Matter If It's Intelligent

Why I Finally Stopped Shipping Code and Started Owning Problems

Why I'm Finally Taking RAG Seriously (And Why You Should Too)

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

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