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⚡ AI Lessons (11122)
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Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
Deep Technical Guide to LangChain: Building Modular LLM Applications
Introduction to LangChain Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
A Comparison of Data Formats for LLMs: Why Markdown Is King
LLMs are fundamentally pattern-matching engines trained on massive corpora of human-readable text. The critical insight is that Markdown… Continue reading on Me
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Meta’s “Neural Computers” Want to Kill the Operating System
This is a condensed version. I published the full breakdown with all the data, findings, and my detailed take on my free daily newsletter… Continue reading on M
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
From Prompts to Systems: A Deep Dive into LangChain for Building LLM Applications
Most beginners start by writing prompts. But real-world AI applications require something more powerful — systems. Continue reading on Medium »
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
The Last Generation of Data Engineers?
How agentic platforms are quietly making the pipeline-builder’s job description obsolete — and what survives the transition Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
Adam’s Law: The Hidden Textual Frequency Cheat Code for LLMs
Why changing your prompt’s vocabulary to high-frequency words can drastically boost model accuracy, reasoning, and translation. Continue reading on Towards Dev
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
Your AI App Is Lying to You (And You Don’t Even Know It)
A beginner’s guide to why “it seems to work” isn’t good enough and what to do about it. Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
OxiBonsai: The World’s First Pure Rust 1-Bit LLM Inference Engine
An 8-billion parameter model. 1.15 GB on disk. Under 2 GB of RAM. Zero C/C++. Just Rust. Continue reading on Medium »
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Before you build an agent, design the job
Every week I talk to leaders who are working on AI adoption. They’re evaluating frameworks, comparing models, reading articles on… Continue reading on Medium »
Medium · LLM
🎮 Reinforcement Learning
⚡ AI Lesson
1d ago
Proximal Policy Optimization (PPO) from Background to Full Implementation
Medium-ready version with equations prepared as clean renderable blocks 25 min read · Beginner to Advanced · Python Implementation Continue reading on Medium »
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
SideButton — Open Source Platform for AI Agents
SideButton is an open-source platform for running AI agents — browser automation, workflow engine, and domain knowledge packs in one stack. Continue reading on
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
The AI Startup Playbook Silicon Valley Can’t Copy: Build Where the Internet Breaks
My internet died three times while I was writing this. I’m not being dramatic. I live in Assam, northeastern India and my Wi-Fi has a… Continue reading on Write
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
Why Claude Code Hits “Usage Limit Reached” — And How You Can Delay It Dramatically
If you’ve spent any real time with Claude Code, you’ve probably run into the dreaded message: Continue reading on Medium »
Medium · LLM
🏗️ Systems Design & Architecture
⚡ AI Lesson
1d ago
Rust, MCP, DataFusion Devil’s Favorite Trifecta
Building an MCP Server in Rust with DataFusion for Local Agentic Analytics Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
Why LLMs Hallucinate — and How We Can Fix It
What Hallucination Actually Is Continue reading on Towards AI »
Medium · LLM
🖌️ UI/UX Design
⚡ AI Lesson
1d ago
Why Your AI Website Still Looks Like Garbage in 2026
The “Magic Button” is a lie. The “Director’s Stack” is the future. Continue reading on Medium »
Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
1d ago
The Context Layer That Turns Vibe Coding Into Software Engineering
Every developer knows the feeling. Continue reading on Medium »
Medium · LLM
🔍 RAG & Vector Search
⚡ AI Lesson
1d ago
Every RAG Framework I Tested Hallucinated. Here’s What Actually Fixed It
Most RAG demos show you the happy path. Upload a clean doc, ask a simple question, get a nice answer. Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
The More the Merrier
The future of AI is not a single chatbot but a community of personas Continue reading on HCAI@AU »
Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
1d ago
The contract is the product
Build for what survives the next model—not what compensates for the current one Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
Spiral RoPE
RoPE serisinin dördüncü yazısında bu sefer dili bırakıp görüntüye geçiyoruz. Dil modellerinin olmazsa olmazı olan dönel konum gömme… Continue reading on Medium
Medium · LLM
📐 ML Fundamentals
⚡ AI Lesson
1d ago
AI Model Drift — A Silent Killer?
Why models that looked great at launch can quietly become unreliable — and what to do about it. Continue reading on Medium »
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Agent OS: What Von Neumann Knew That Your LLM Doesn’t
Everyone is chasing longer context windows. GPT-4 Turbo supports very large contexts, and Gemini 1.5 Pro goes even further. But when you… Continue reading on Go
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1d ago
The 1,000 Repository Milestone - The Power of Sharding
In the world of Big Data, the instinct is usually to build a bigger “bucket” — a massive SQL database or a monolithic Data Lake. Continue reading on Medium »
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