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⚡ AI Lessons

Towards AI
📰 AI News & Updates
⚡ AI Lesson
2w ago
White House AI Standards: 30-Day Reviews, 3 Labs, and a Classified Pass Bar
Author(s): Kashif Mehmood Originally published on Towards AI. White House AI Standards: 30-Day Reviews, 3 Labs, and a Classified Pass Bar On June 12, the US Com

Towards AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
I Built a Custom Postgres MCP Server in Python (And Deleted 2,000 Lines of Code)
Author(s): Pavan Dhake Originally published on Towards AI. Stop writing custom API endpoints just to let LLMs talk to your data. Here is the advanced guide to b

Towards AI
🛠️ AI Tools & Apps
⚡ AI Lesson
2w ago
We Doubled Our AI Tooling Budget. Our Release Rate Dropped Anyway
Author(s): The AIExplorer Originally published on Towards AI. Photo by Danial Igdery on Unsplash A founder I was talking to last quarter pulled up his engineeri

Towards AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
A production RAG pipeline for real-world PDFs: structural retrieval, typed answers, cited lines
Author(s): Angela Shi Originally published on Towards AI. The four bricks, run end-to-end on a real 45-page car-insurance policy. One surprising coverage questi
Towards AI
⚡ AI Lesson
2w ago
Why WebSockets don’t scale easily — and how AWS changes the game
Author(s): Leapfrog Technology Originally published on Towards AI. WebSockets are deceptively simple. Every connected user maintains a persistent connection to

Towards AI
💻 AI-Assisted Coding
⚡ AI Lesson
2w ago
How to Use OpenCode for Free in 2026
Author(s): Kamrun Nahar Originally published on Towards AI. OpenCode for Cheapskates. A Love Letter. The $2,400 Coding Robot and the $0 One That Does the Same J

Towards AI
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Building a Critic-Agent Loop: Scores, Refinement, and Guardrails
Author(s): Nitingummidela Originally published on Towards AI. Building a Critic-Agent Loop: Scores, Refinement, and Guardrails A friendlier take on the guarded

Towards AI
🔍 RAG & Vector Search
⚡ AI Lesson
2w ago
What Is Retrieval-Augmented Generation (RAG)? A Complete Guide for Businesses
Author(s): Anthony Usoro Originally published on Towards AI. RAG Image If you’ve spent any time with ChatGPT, Claude, or any large language model, you’ve probab

Towards AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
LLM-as-a-Judge: The Complete Guide to Automated Evaluation at Scale with Azure
Author(s): Gaurav Bhardwaj Originally published on Towards AI. LLM-as-a-Judge: The Complete Guide to Automated Evaluation at Scale with Azure The LLM Judge Stac

Towards AI
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Loop Engineering vs. Harness Engineering: When to Use Each (And Why Most Teams Confuse Them)
Author(s): Divy Yadav Originally published on Towards AI. A practical breakdown of the two disciplines reshaping how production AI agents get built in 2026, plu

Towards AI
🛠️ AI Tools & Apps
⚡ AI Lesson
4w ago
I Deleted Every Static Claude API Key I Owned. Here’s the Keyless Migration, Provider by Provider.
Author(s): Anup Karanjkar Originally published on Towards AI. Workload Identity Federation just hit GA — the per-provider setup, and the precedence trap that co

Towards AI
🧠 Large Language Models
⚡ AI Lesson
4w ago
I Replaced ChatGPT With Local AI for 30 Days. Here’s What Actually Happened.
Author(s): MayhemCode Originally published on Towards AI. Why Local AI Is Not a Fringe Thing Anymore My ChatGPT Plus subscription was costing me $20 a month. Th

Towards AI
⚡ AI Lesson
4w ago
A Practical Guide to Evaluating a Cloud Migration Partner
Author(s): Datafortune Inc Originally published on Towards AI. Should we move to AWS, Azure, or GCP? Do we need a hybrid architecture? Is multicloud the right l
Towards AI
💻 AI-Assisted Coding
⚡ AI Lesson
4w ago
AsyncIO in Python: What It Actually Is and Why Your ‘Async’ Code Might Not Be Async
Author(s): Rizwanhoda Originally published on Towards AI. First: What Problem Does AsyncIO Solve? Adding async and await to your code doesn't make it asynchrono

Towards AI
🤖 AI Agents & Automation
⚡ AI Lesson
4w ago
Building Long-Running Claude Managed Agents: Why State Matters More Than Compute
Author(s): Divy Yadav Originally published on Towards AI. Photo from AI At 9:03 am on a Tuesday, my research agent said hello and stared at an empty /workspace/

Towards AI
🧠 Large Language Models
⚡ AI Lesson
4w ago
The Building Blocks of LangGraph (Part 0)
Author(s): Bessie Delight Kekeli Originally published on Towards AI. The Building Blocks of LangGraph (Part 0) For other parts of the series : Part 0 , Part 1 ,

Towards AI
🤖 AI Agents & Automation
⚡ AI Lesson
4w ago
Five Ways Claude Code Runs Multi-Step Work. The Two Questions That Pick the Right One.
Author(s): Anup Karanjkar Originally published on Towards AI. Single agent, subagents, skills, agent teams, dynamic workflows — a builder’s map, and the one tha

Towards AI
⚡ AI Lesson
4w ago
Choose Wisely: Models Should Follow Your Use Case.
Author(s): Dhanush Kandhan Originally published on Towards AI. Choose Wisely: Models Should Follow Your Use Case. — By Dhanush Kandhan A guy in my builder’s dis

Towards AI
💻 AI-Assisted Coding
⚡ AI Lesson
4w ago
You Do Not Need 50 Diffusion Steps. Here Is What Nvidia Proved at GTC.
Author(s): Siddhant Nitin Patil Originally published on Towards AI. You Do Not Need 50 Diffusion Steps. Here Is What Nvidia Proved at GTC. The video diffusion i
Towards AI
📐 ML Fundamentals
⚡ AI Lesson
4w ago
Understanding Reinforcement Learning — A Primer
Author(s): Ayo Akinkugbe Originally published on Towards AI. Understanding Reinforcement Learning — A Primer Photo by Girl with red hat on Unsplash Introduction

Towards AI
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building AI Agents in Rust — part 4
Author(s): Enzo Lombardi Originally published on Towards AI. State machines for multi-step tasks The loop in Part 1 handles a class of question that fits in one

Towards AI
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building AI Agents in Rust — part 4
Author(s): Enzo Lombardi Originally published on Towards AI. State machines for multi-step tasks The loop in Part 1 handles a class of question that fits in one

Towards AI
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building AI Agents in Rust — part 5
Author(s): Enzo Lombardi Originally published on Towards AI. Multi-agent crews The single-agent loop in Part 1 was enough for one question, one tool, one answer

Towards AI
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building AI Agents in Rust — part 5
Author(s): Enzo Lombardi Originally published on Towards AI. Multi-agent crews The single-agent loop in Part 1 was enough for one question, one tool, one answer
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