Browse Lessons

Using human memory to inspire agentic memory

Best AI Hackathon Project Ever | Unicorn Mafia Wins $100,000+

Meta Engineer on Industrial Computer Vision systems

Machine Consciousness? Get Real! // Ron Chrisley // AI in Production 2025

Fine-Tuning is Broken // Tanmay Chopra // AI in Production 2025

How Do you Decide The Questions for ARC Prize?

Why RAG Systems Failed

Overcoming Agentic Memory Management Challenges

How to build agents that take ACTION

Evals Aren't Useful? Really?

Building Data Centers for GPU Clouds

Quantized LLM Training at Scale with ZeRO++ // Guanhua Wang // AI in Production 2025

Beyond Chatbots: How to build Agentic AI systems with Google Gemini // Philipp Schmid

How to Build Execution Layers That Don’t Burn Out // Tanmay Tiwari // Agents in Production 2025

Underwriting Assist - A Multi Agent System // Somya Rai | Maria Zhang // Agents in Production 2025

Why You Should Care About Observability in LLM Workflows

ML Engineer Co-Pilot

From Struggles to Starter Pokémon The Evolution of a Project

How to budget your AI agents

New ways of search with AI

everything you need to build voice ai agents

Chatting with AI is not the best way

AI agents fail at the easiest stuff

How Fraud is a game of cat and mouse

Most AI agents are the exact opposite of user friendly

first voice ai agent ever?

ups and downs as an AI founder

How to Optimize AI Agents in Production

Evaluating AI Agents: Why It Matters and How We Do It

What It Takes to Run Multi-Agent Systems

An AI Company By Accident

Designing AI Agents for the Complex Realities of Healthcare

Building Agents for Healthcare // Lars Maaløe // Agents in Production 2025

The Cost of AI: FinOps Strategies for Intelligent Agents

AI Governance at Breaking Point

Pandora’s Box of AI Governance

Beyond Prompting: The Emerging Discipline of Context Engineering Reading Group

Building Multi-Player AI Systems (and why it’s SO hard)

AI Needs Memory - Here's How It Works

Building Advanced Agents Over Complex Data // Jerry Liu

The best model might not be from OpenAI

How to pick which LLMs to deploy

The IDE is already dead

The NEW skillset you need to master to code with AI

New UI needs to be 1000x Better

Why search is not context engineering 1

The best UI for agents

User Adoption Challenges