Tag: ChatGPT

AI & Machine Learning Oct 15, 2026 • 4 min read

I Stopped Trusting My IDE to Fix My Code, Here's What Changed

I was deep in a production refactor last month when I realized something uncomfortable: I'd been asking my IDE's AI assistant to make changes across fifteen files without actually understanding the cascade of consequences. The tool was fast, confident, and mostly right. But "most...

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Claude ChatGPT

AI & Machine Learning Oct 14, 2026 • 4 min read

Stop Picking Between Code Review Tools, Pick Based on Your Actual Workflow

Last month, I spent two hours in a Slack thread with my team debating whether we should switch from CodeRabbit to Claude's code review offerings. The conversation kept circling the same question: which one catches more bugs? By hour two, I realized we were asking the wrong questi...

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Claude LLM

Web Development Oct 9, 2026 • 5 min read

The AI Financing Arms Race Is Making Me Rethink Our Entire Cost Model

I was in a stand-up meeting last week when our DevOps lead casually mentioned we're spending more on inference calls than we budgeted for the entire quarter. Nothing new for any team scaling an AI feature, right? Except this time it hit different. I wasn't hearing about model rel...

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Claude LLM

AI & Machine Learning Oct 8, 2026 • 4 min read

LLMs Can't Do Your Accounting: Why I'm Not Trusting ChatGPT With Financial Logic

I was sitting in a client meeting last month when someone casually suggested we use Claude to validate transaction reconciliations. I nodded politely, but internally I cringed. A few weeks earlier, I'd watched a model confidently flip a positive number to negative while claiming...

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Claude LLM

Web Development Oct 8, 2026 • 4 min read

Why I Finally Stopped Thinking About "SEO" and Started Thinking About "Being Found"

Last month, I was debugging why a client's perfectly optimized blog post wasn't showing up in ChatGPT's search results, even though it ranked #1 on Google. I spent an evening digging through their robots.txt, checking canonicals, validating schema markup, all the classic SEO check...

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ChatGPT JavaScript

AI & Machine Learning Oct 7, 2026 • 4 min read

Why I'm Suddenly Worried About the LLMs I'm Shipping to Clients

I was building a code review assistant last month when something unsettling happened. Claude gave me a perfect explanation of why you shouldn't mutate state in React hooks. Then I pushed back, confidently, casually, with "actually, I'm pretty sure React handles that automatically n...

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Claude LLM

AI & Machine Learning Oct 6, 2026 • 4 min read

I Wasted $200 on an AI Tool Before Learning This Lesson

Last month, I signed up for one of those shiny all-in-one AI platforms. The landing page had everything: ChatGPT, Claude, Gemini, image generation, document summarization. Twelve different features arranged beautifully. The price seemed reasonable for a month of "productivity." I...

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Claude ChatGPT

Web Development Oct 6, 2026 • 5 min read

Why I'm Finally Comfortable Letting AI Make Financial Decisions (Sort Of)

I spent three years building payment systems before I convinced myself that machine learning had no business near refund logic. I'd seen too many startups deploy models that either rejected legitimate claims out of pure statistical conservatism or approved fraud because the train...

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LLM Startups

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

AI Assistants Are Great Until They Need to Actually Do Your Job

I've been watching the OpenAI Dot conversation with genuine interest, and honestly, it hit something I've been frustrated about for months. Last Tuesday, I asked Claude to help me set up a new Postgres migration, and after thirty minutes of back-and-forth, I realized the assistan...

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Claude ChatGPT

AI & Machine Learning Sep 30, 2026 • 5 min read

AI Code Review Is Not a Replace-and-Forget Tool, And This Benchmark Proves It

I got burned by an LLM code review last month. We integrated Claude into our PR workflow thinking it would catch the obvious stuff, unused imports, basic logic errors, that kind of thing. A junior dev submitted a change that looked clean on the surface: consolidating an authentica...

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Claude LLM