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⚡ AI Lessons
Medium · LLM
1h ago
The Hardest AI Model Decision Is Knowing When to Replace It
Continue reading on Medium »
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
1h ago
How to Build a Real-Time Voice Agent That Queries Your Database
# How to Build a Real-Time Voice Agent That Queries Your Database Continue reading on Medium »
Medium · LLM
2h ago
Why AI Doesn’t Actually Read Your Words (And What It Does Instead)
Imagine we hand someone a phone book who has never seen the alphabet. They cannot read a single name. But if we tell them “page 512 means… Continue reading on M
Medium · LLM
2h ago
Part 1.1: From Zero to Distributed LLM Training Decisions: Before Training an LLM, Define the…
When people discuss LLM training, they often start with the model size: 1B, 7B, 70B, or some larger number. That is useful shorthand, but… Continue reading on M
Medium · LLM
2h ago
The Agent Engine Room: 30 Ideas Behind Every AI Agent You’ll Ever Use
A deep, no-jargon tour of how “AI agents” actually work — written so a developer, a manager, and your non-techy aunt can all finish it and… Continue reading on
Medium · LLM
2h ago
Part 0: From Zero to Distributed LLM Training Decisions
Building LLMs From First Principles: Series Roadmap Continue reading on Medium »
Medium · LLM
3h ago
Attention Is All It Takes: Transformers Explained for Beginners
No math. No scary diagrams. Just intuition. Continue reading on Medium »
Medium · LLM
3h ago
Why a capable model is still not a product
Why strong model capability still needs workflow, product, and ownership design. Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4h ago
How LangChain, LangGraph, and SGLang Actually Work
Plus ANN search, Google TPUs, and GPUs for deep learning, decoded Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4h ago
Can You Trust an LLM Judge?
Part 2 in the Local AI Code Review series Continue reading on Medium »
Medium · LLM
4h ago
Generative AI and the Productivity Qwenundrum.
How Qwen didn’t help me by helping me Continue reading on Medium »
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
4h ago
Building Agentic Systems with the OpenAI Agents SDK on Amazon Bedrock Mantle
Building a question-answering agent with the OpenAI Agents SDK, incrementally, across six increasingly feature-rich versions Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4h ago
The Real Problem Isn’t AI Memory — It’s Project Memory
People often say AI has a memory problem. Continue reading on Medium »
Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
4h ago
One realization became increasingly clear while building AI-assisted software:
The biggest bottleneck is no longer code generation. Continue reading on Medium »
Medium · LLM
4h ago
Agentic AI for Anomaly Detection — (1) Introduction
Building Your Own Agentic AI Systems Step by Step Continue reading on Agentic AI for Anomaly Detection »
Medium · LLM
5h ago
24 Open Source Projects Worth a Look Right Now
Memory, security, and token savings, all in one list Continue reading on OpenSourceScribes »
Medium · LLM
5h ago
Agentic AI for Anomaly Detection — (0) Preface
Building Your Own Agentic AI Systems Step by Step Continue reading on Agentic AI for Anomaly Detection »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
6h ago
Synthetic Data for a Notes-to-FHIR Model
The goal is a small language model that reads a healthcare provider’s note and outputs the matching FHIR, the structured JSON standard for… Continue reading on
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
6h ago
Improving Auto model setting: making smart model choices based on user needs, model capabilities…
1. Problem formulation from first principles Continue reading on Medium »
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
6h ago
Auto-Model Routing in AI Agents and Products: A Builder, Analyst, and Academic Investigation
Automatic model routing has moved from research curiosity to the default control plane of mainstream AI products. OpenAI’s GPT-5 (August… Continue reading on Me
Medium · LLM
6h ago
Why Bigger Context Windows Don’t Improve AI Accuracy — Context Strategy
You’re Solving the Wrong Context Problem. Here’s the One That Actually Matters. Continue reading on Beyond The Algorithm »
Medium · LLM
6h ago
LangChain’s Two Best Ideas Are Not Chains
Memory and routing, explained from the ground up, and why they still matter in the LangGraph era. Continue reading on Medium »
Medium · LLM
6h ago
The Gemma4 1.5B Model Is Better Than You Think
Why is the Gemma 4 1.5B interesting at all? Isn’t the Gemma4 12B model more interesting? Continue reading on Medium »
Medium · LLM
6h ago
I built a secure AI search system for enterprise knowledge (and here’s what I learned)
Every company thinks they have a search problem. Continue reading on Medium »
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