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Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago

Bernie and Trump Agree the Public Should Own AI. The Companies Lose Billions.

For anyone told the public will finally share in the AI boom: what Bernie, Trump, and Sam Altman actually proposed, why the math looks… Continue reading on Gene

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago

Why I Built a Secure LLM Gateway (And Why It’s Not for Production)

Building AspectOR: A Personal Journey Through Secure API Gateway Development Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2d ago

NVIDIA LocateAnything vs YOLO: Which Object Detection Model Should You Choose in 2026?

How to use NVIDIA LocateAnything for free? Continue reading on Data Science in Your Pocket »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2d ago

Apple’s quiet bet on LLM routers using Gemini

Your app feels fast in the demo. Then you ship it. Latency spikes, privacy reviews stall, and suddenly every prompt is a product decision. Continue reading on M

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2d ago

What Happens When AI Starts Thinking for You

How AI Is Reshaping Human Reasoning, Creativity, and Ownership of Thought Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3d ago

The RAG Memory Problem: Why TurboVec Might Be More Important Than Another Bigger LLM

The Rust-powered vector index that skips the “study your data first” phase Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 5d ago

I Built a Tool That Tells You Which LLM Is Worth Your API Budget

Rate My Stack a fintech-focused LLM benchmarker that compares GPT-4o, Claude, Gemini & Llama on cost, latency, and quality in one dashboard Continue reading on

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 6d ago

Every LLM Has a Trillion-Dollar Valuation and Not One of Them Will Write a Dirty Joke

Disclaimer: all characters are fictional. Any resemblance to actual prompts is purely coincidental and entirely intentional. Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 6d ago

LLMs Aren’t Replacing Programmers. They’re Replacing Programmers Who Refuse to Use Them.

The threat was never AI. It was the refusal to adapt. Continue reading on Generative AI »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Google Gemma4 12B released

How to use Gemma4 for free? Continue reading on Data Science in Your Pocket »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Talk to AI Like You’re Tony Stark and It’s Jarvis

The goal of this article is to teach people how to use the most basic skill of AI, which is prompt engineering. My target audience is… Continue reading on Mediu

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

How ChatGPT Really Works

The Simplest Explanation of the Most Powerful Technology Most People Use Every Day Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Ask Yourself These 5 Things Before You Buy a Mac mini for Local LLMs

The Mac mini is having a bit of a moment. Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Docling + VectorLess + Gemma 3.5 Flash To Get Higher Accuracy

You hand an AI a PDF and ask it to analyze the financial statements, only to find the numbers are wrong. You ask it to summarise Article 7… Continue reading on

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Local-first: a Model on Your Own Machine, Zero Cloud

This is the concrete, runnable walkthrough for Post 1 of the Portway series. The goal: stand up a single model behind an OpenAI-compatible… Continue reading on

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

I watched a machine do the impossible. Now I’m learning to build one.

There is a specific kind of silence that happens when you watch something that breaks your understanding of what is possible. Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Everyone Is Asking ChatGPT or Claude. Microsoft Already Answered.

For anyone who uses either one and hasn’t checked who actually owns the servers they run on. Continue reading on Generative AI »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Stop Writing Bad Prompts for AI

The right prompt is no longer just a skill — it is becoming a necessity in this fast-paced world where almost everything is driven by AI… Continue reading on Me

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Claude Opus 4.8 Just Dropped — And It’s Quietly Rewriting What AI Can Actually Do

I’ve been following Anthropic closely for a while now, and yesterday’s release of Claude Opus 4.8 is one of those moments where I had to… Continue reading on Le

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

he Attack Vectors Nobody Tells You About: Hardening LLM Apps Against Prompt Injection

A few months ago I watched someone demo an internal AI assistant during a meeting that had already gone twenty minutes longer than planned… Continue reading on

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Claude Opus 4.8 preliminary review

Anthropic shipped Claude Opus 4.8 on May 28, 2026, and the first thing worth saying is that the version number oversells the gap. This is… Continue reading on M

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2w ago

Why AI Teams Need Better Model Access for Agents and RAG

AI teams are moving beyond simple single-model integrations. Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2w ago

MarkItDown Microsoft 2026: Convert PDF, Word, Excel to Markdown for LLMs & RAG (Full Tutorial)

“PDFs, PowerPoints, Excel sheets, scanned images, even YouTube videos — I threw everything at it. What came out was pure, clean Markdown… Continue reading on Me

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2w ago

The $0 LLM Infrastructure Held Together With the Power of Friendship and Redis

A story about rate limits, the unwillingness to spend and a railway track that saved us. Continue reading on Medium »