Blog - Web Development Articles & Tutorials

DevOps & Cloud Jun 11, 2026 • 4 min read

etcd 3.7 Finally Fixes the Problem I've Been Hacking Around For Years

I remember the exact moment I realized etcd's limitation was killing our query performance. We were building a service that needed to fetch thousands of configuration entries from etcd, and every single request would block until the entire result set was assembled in memory. On a...

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Kubernetes

Design & UX Jun 11, 2026 • 4 min read

Stop Shipping Everything: Why My Best Products Have Less, Not More

Last year, I shipped a feature that took three weeks to build. It handled some edge case that maybe 2% of users would ever hit. It was technically elegant, well-tested, and completely unnecessary. Two months later, I deleted it. Nobody complained. That's when I realized I'd been...

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

Why Your Existing Oracle Contract Just Became a Gateway to Production AI

Last month, I was sitting in a budget review meeting, you know, the kind where finance is questioning why we need multiple cloud subscriptions, when it hit me. We're already paying Oracle for infrastructure. We're not really using it to its full potential. And somewhere in that sam...

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Claude Python

Web Development Jun 11, 2026 • 4 min read

The Monorepo Lesson I Needed: Why Your API Should Be Boring

Last month, I inherited a "decentralized" platform that was anything but. The landing page promised peer-to-peer compute. The backend was two Django views, a Redis instance that nobody monitored, and approximately 400 lines of undocumented business logic scattered across three di...

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Python Git

DevOps & Cloud Jun 10, 2026 • 3 min read

Why Kubernetes Just Made My Vulnerability Scanner Useless (And That's Actually Good)

I was running a security audit on one of our staging clusters last month when something weird happened. My vulnerability scanner, the expensive one we pay good money for, suddenly flagged three CVEs across all our Kubernetes nodes as *fixed*, even though our security team kept insi...

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Kubernetes

Design & UX Jun 10, 2026 • 5 min read

I've Been Managing Design Wrong, and Here's Why It Took Me Two Roles to Figure It Out

Last month, I sat in a retrospective where our design manager and lead designer had what looked like two completely different conversations about the same problem. One was worried about team burnout and skill gaps. The other was concerned whether we were actually solving for user...

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Startups Career Growth

Tech News Jun 10, 2026 • 4 min read

The $47 Billion Question: Why AI Companies Are Still Betting on Growth Nobody Can Prove Yet

I was sitting in a client meeting last week when someone asked me the question that keeps me up at night: "So we've spent six figures on AI tooling this year. What exactly did it save us?" The answer I gave was honest and uncomfortable: "I'm not entirely sure."

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Startups Claude

AI & Machine Learning Jun 10, 2026 • 4 min read

When Synchronous RL Actually Matters: My Take on A2C vs A3C

I was debugging a reinforcement learning pipeline at 2 AM last month when I realized I'd spent the entire week trying to get A3C working in production. The asynchronous nature of the algorithm, which should've been a feature, had become my nightmare. Race conditions in the gradient...

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Startups OpenAI

Web Development Jun 10, 2026 • 4 min read

The Mock That Lies to Your Face: Why I'm Moving Away From WireMock

I learned something humbling last month at 2 AM during a production incident. My order service was calling a payment gateway that had silently changed its API response field names. My entire test suite was green. My mocks were working perfectly. The real service? Completely broke...

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Python CI/CD

DevOps & Cloud Jun 9, 2026 • 4 min read

Why I Finally Stopped Fighting Kubernetes UIs (and Why You Should Care)

Last year, I was debugging a pod crash in production at 11 PM and found myself switching between the Kubernetes Dashboard and kubectl because the Dashboard couldn't show me the full picture across our two clusters. I remember thinking: "This tool was fine when we had one cluster...

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AWS UI Design

Blog & Articles

etcd 3.7 Finally Fixes the Problem I've Been Hacking Around For Years

Stop Shipping Everything: Why My Best Products Have Less, Not More

Why Your Existing Oracle Contract Just Became a Gateway to Production AI

The Monorepo Lesson I Needed: Why Your API Should Be Boring

Why Kubernetes Just Made My Vulnerability Scanner Useless (And That's Actually Good)

I've Been Managing Design Wrong, and Here's Why It Took Me Two Roles to Figure It Out

The $47 Billion Question: Why AI Companies Are Still Betting on Growth Nobody Can Prove Yet

When Synchronous RL Actually Matters: My Take on A2C vs A3C

The Mock That Lies to Your Face: Why I'm Moving Away From WireMock

Why I Finally Stopped Fighting Kubernetes UIs (and Why You Should Care)

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