Tag: ChatGPT

AI & Machine Learning Aug 6, 2026 • 5 min read

I Tested 10 AI Models on Real Production Data, Here's Why the Hype Doesn't Match Reality

Last month, I spent two weeks trying to replace my XGBoost pipeline with Claude. The pitch was simple: Claude's newer, smarter, and it handles reasoning better. My team wanted to unify our infrastructure. By week two, I had my answer, and it wasn't what I expected.

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Claude ChatGPT

AI & Machine Learning Aug 5, 2026 • 5 min read

Why I Finally Stopped Blaming AI for Bugs It Never Made

Last month, I spent three hours debugging what I thought was a ChatGPT hallucination. A authentication flow was failing silently, the token wasn't persisting, and I was convinced the AI had generated some fundamentally broken logic. I was ready to rewrite the whole thing from scr...

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Startups Claude

Web Development Aug 5, 2026 • 4 min read

I Finally Did the Math on Self-Hosted AI, and It Changed What I'll Recommend to Clients

Last month, a client asked me the question that's haunting every development team right now: "Can we switch to open-source AI models and cut our API bills in half?" I nodded and said I'd look into it. Honestly, I was expecting to come back with a "technically possible but not wor...

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Claude AWS

Web Development Aug 1, 2026 • 5 min read

Next.js 16.3 Finally Gets What I've Been Waiting For: AI That Doesn't Hallucinate Half My Codebase

I spent three hours last week debugging code that Cursor generated for me. Not because the suggestion was completely wrong, it wasn't, but because it was *confidently incomplete*. The AI assistant had no context about my project structure, my existing utilities, or even which versi...

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Claude ChatGPT

Tech News Jul 30, 2026 • 10 min read

The Great Ubuntu Blackout: My 3-Hour Journey to Fix the Darkness

Introduction It was a perfectly normal day. I opened my laptop, ready to get some work done, and then... BAM. A black screen. Not a gentle fade to black, but more like my computer shoutin...

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Startups ChatGPT

Tech News Jul 29, 2026 • 6 min read

Happy Monoversary!

Dang! Its been a whole year. Doesn't even feel like it. About a year ago I was employed at Techinnover Analytics Ltd, where I had several firsts - but I refuse to mention them here. I was managing sof...

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ChatGPT Algorithms

AI & Machine Learning Jul 27, 2026 • 8 min read

Grounded Search Agents: Microsoft Foundry + Azure AI Search + Cosmos DB + Function Calling

Why "search" isn't enough anymore A plain RAG pipeline, embed a query, hit a vector index, stuff the top-k chunks into a prompt, works fine for a single-turn FAQ bot. It falls apart the m...

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Python ChatGPT

Web Development Jul 26, 2026 • 17 min read

The Moment the Server Room Goes Dark

The usual warning about AI starts like this: the moment the lights go out in the server room, every step we leaped forward with AI snaps back to where we started. The power fails, the API dies, the su...

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Claude ChatGPT

AI & Machine Learning Jul 24, 2026 • 5 min read

Stop Context Switching: Why I'm Rethinking How I Use AI in My Daily Work

I spend probably two hours a week doing something mind-numbing: copying text, pasting it into ChatGPT, waiting for a response, copying the result back, and pasting it where it came from. It's a workflow tax that compounds when you do it dozens of times per day. Last week, I caugh...

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Claude ChatGPT

Design & UX Jul 23, 2026 • 4 min read

Figma's Identity Crisis: When a Platform Forgets Why Designers Actually Need It

I had this moment last week while sitting in a standup meeting. Our designer mentioned she was considering moving away from Figma for certain workflows, and a developer on the team asked, genuinely puzzled-"But where would you go?" Nobody had a good answer, which honestly made me...

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Startups Claude