Summaries of AI Engineer Videos 📚

Building Agents with Model Context Protocol - Full Workshop with Mahesh Murag of Anthropic

Does AI Actually Boost Developer Productivity? (100k Devs Study) - Yegor Denisov-Blanch, Stanford

Defying Gravity - Kevin Hou, Google DeepMind

Why Specifications Are Key to Future Programming

Prompt Engineering is Dead — Nir Gazit, Traceloop

Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic

How to Build a Prompt Optimization Feedback Loop

The Next Unicorns: 7 Top AI startups from the HF0 Residency

How to Enhance AI Agents for Efficient Software Development

How to Design Effective AI Agent Patterns

Why Do Agentic Systems Require Ontologies?

Why Build Skills Instead of Agents?

Why Software Fundamentals Are Crucial Today

How to Use AI for Efficient Coding Workflow

The State of AI Code Quality: Hype vs Reality — Itamar Friedman, Qodo

MCP is all you need — Samuel Colvin, Pydantic

No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer

Full Workshop: Realtime Voice AI — Mark Backman, Daily

How to Implement Memory in AI Agents

How to Build AI Applications with Agents

How to Use Reinforcement Learning for AI Agents

Small AI Teams with Huge Impact — Vik Paruchuri, Datalab

AIE CODE Day 2: ft Google Deepmind, Anthropic, Cursor, Netflix, Cline, OpenAI, Meta, and METR

How to Train Your Agent: Building Reliable Agents with RL — Kyle Corbitt, OpenPipe

How Does Claude Code Transform Programming UX?

How to Build Reliable AI Agents: 12 Key Factors

Make your LLM app a Domain Expert: How to Build an Expert System — Christopher Lovejoy, Anterior

Serving Voice AI at $1/hr: Open-source, LoRAs, Latency, Load Balancing - Neil Dwyer, Gabber

Your MCP Server is Bad (and you should feel bad) - Jeremiah Lowin, Prefect

The Web Browser Is All You Need - Paul Klein IV, Browserbase

How to Build Effective AI Agents

How to Make Reinforcement Learning Fast and Cheap

What Are AI Evals and Why Do They Matter?

Why Do Developers Ship Code They Don't Understand?

How Greg Brockman Became an AI Leader

OpenAI + @Temporalio : Building Durable, Production Ready Agents - Cornelia Davis, Temporal

Trends Across the AI Frontier — George Cameron, ArtificialAnalysis.ai

RL Environments at Scale – Will Brown, Prime Intellect

Building Intelligent Research Agents with Manus - Ivan Leo, Manus AI (now Meta Superintelligence)

How to Adapt LLMs for YouTube Video Recommendations

Building AI Agents that actually automate Knowledge Work - Jerry Liu, LlamaIndex

Real-time Experiments with an AI Co-Scientist - Stefania Druga, fmr. Google Deepmind