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Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
22h 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
1d 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
1d 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
2d 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
2d 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
5d 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
6d 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
1w 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
1w 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
1w 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 »
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
ChatGPT Is Closing In on 1 Billion Users. That Changes the Internet
In May 2026, ChatGPT is no longer a tech product. It’s infrastructure. Continue reading on Medium »
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
Workflow Distillation with LangChain: 5 Stages to a Specialized Fine-Tuned Model
A practical playbook for distilling an agentic workflow from LangChain to a specialized fine-tuned model — 5 stages, start thresholds… Continue reading on Mediu
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
HRM-Text-1B Might Be One of the Weirdest LLM Experiments of 2026
Most efficient SLM is here Continue reading on Data Science in Your Pocket »
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
2w ago
Building an O(1) LRU cache in C++ and Why It’s Harder Than It Looks
How I implemented O(1) eviction in FastKVS using std::list and std::unordered_map, and the concurrency mistake I almost made Continue reading on Medium »
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
2w ago
Stop Thinking of LLMs as Brains. Think of Them as Functions.
When I started learning how large language models work, the explanations out there fell into two camps and neither helped. One camp is… Continue reading on Medi
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
2w ago
LLM Cost Tracking for Rails
Direct calls, your database, a dashboard mounted behind your auth. No new infra, no prompt store, no traces — just attribution. Continue reading on Medium »
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