Tag: Claude

Programming Jun 28, 2026 • 4 min read

Stop Dumping Your Entire Codebase Into Claude, It's Making Your AI Worse

I spent three weeks last month fighting with a multi-phase feature build using AI assistance. Phase 1 went clean: authentication scaffolding, user model, database schema. Twenty-three files, well-structured, solid foundation. Then Phase 2 started, and I panicked.

Read More →

Claude Career Growth

AI & Machine Learning Jun 28, 2026 • 4 min read

Stop Writing SQL to Talk to Your Database, But Should You?

I spent three hours last week debugging a query that a non-technical stakeholder asked me to run. They wanted to know how many users had churned in the last month, and instead of a five-second answer, I got pulled into explaining joins, WHERE clauses, and date functions. By the t...

Read More →

Claude

Web Development Jun 27, 2026 • 5 min read

Stop Fighting Your AI Pair Programmer: Why Rule Files Actually Work (And How to Use Them Right)

Last month, I watched Claude generate a completely wrong folder structure for a React component I'd asked it to scaffold. Not *technically* wrong, it compiled fine, but wrong for *our* project. It didn't know about our feature-based colocation pattern. It didn't know we validate ev...

Read More →

Claude AI Agents

Design & UX Jun 26, 2026 • 5 min read

Why the OpenAI-Foxconn Deal Actually Matters to Developers Like Me

Last month, I was debugging a deployment pipeline at 2 AM when it hit me: the infrastructure I'm building on doesn't just materialize. Someone had to design it. Someone had to manufacture it. Someone had to make sure the supply chain didn't break. I was so deep in containerizatio...

Read More →

Claude AWS

AI & Machine Learning Jun 26, 2026 • 4 min read

The Infrastructure Bet Nobody's Talking About: Why I'm Watching Silicon Valley's Hardware Shuffle

I spent last Tuesday debugging why our inference pipeline was hitting latency spikes at 3 AM, and my first instinct was to throw more Nvidia H100s at the problem. By Wednesday, I read that OpenAI just dropped a custom chip for inference. By Thursday, I realized I'd been thinking...

Read More →

Claude OpenAI

AI & Machine Learning Jun 25, 2026 • 5 min read

I Spent a Year Chasing Better AI Models. The Real Problem Was Always the Plumbing.

Last year, I watched a startup spend three months evaluating Claude vs GPT-4 vs Gemini for their customer service chatbot. They benchmarked performance metrics, ran cost analyses, built prototypes with each model. By month four, they'd picked Claude and launched. The chatbot work...

Read More →

Startups Claude

Web Development Jun 24, 2026 • 5 min read

Why I'm Rethinking How AI Should Actually Read with Me

I was three weeks into a dense book on distributed systems when I hit the wall. I'd asked my Claude conversation something like, "But how does this relate to the consensus problem we discussed on page 47?" and by the time I got an answer, the model had somehow conflated my questi...

Read More →

Claude UI Design

Design & UX Jun 23, 2026 • 4 min read

I've Been Building Dev Tools Wrong: When UX Gets In the Way

I spent last week redesigning the onboarding flow for a CLI tool I've been working on. Beautiful loading spinners, a multi-step wizard, helpful ASCII art, color-coded success messages, the works. I showed it to a colleague, proud of the experience I'd crafted. He looked at me and...

Read More →

Claude UI Design

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...

Read More →

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...

Read More →

Claude UI Design