Talks
170 talks in 2025
PodcastThe Future of AI Agents are Sandboxes
Big Updates to Redis: Context Engine, Tools, and Memory
PodcastContext Engineering 2.0
PodcastDoes AgenticRAG Really Work?
PodcastHow Sierra AI Does Context Engineering
PodcastGovernance for AI Agent Deployment
PodcastVoice AI's Biggest Weakness Exposed
Linear's Approach to Production AI Agents
MCP-Enabled Agents
Sub-Agent Architectures: What You Can Leverage
The Vector Search Engine Powering AI Agents
The Next Evolution of AI Agents
PodcastThe Real Reason Your AI Models Forget
AI Agents Are About to Get Real, Here's Why It Matters
Meta-Prompting: The Hack That's Changing Production AI
The Latency Problem Nobody Talks About
PodcastThe GPU Uptime Battle
Big updates to MLflow 3.0
PodcastThe Claude Code Story: How Two Guys Changed AI Forever
Fine-Tuned Models Are Getting Out of Hand
Fine-Tuning is Broken
Machine Consciousness? Get Real!
Synthetic Data for Industrial Computer Vision
Overcoming Agentic Memory Management Challenges
How to build agents that take ACTION
Evals Aren't Useful? Really?
Building Data Centers for GPU Clouds
Beyond Chatbots: How to build Agentic AI systems with Google Gemini
How to Build Execution Layers That Don't Burn Out
Quantized LLM Training at Scale with ZeRO++
Underwriting Assist: A Multi-Agent System
Why You Should Care About Observability in LLM Workflows
Evaluating AI Agents: Why It Matters and How We Do It
How to Optimize AI Agents in Production
What It Takes to Run Multi-Agent Systems
An AI Company By Accident
Building Agents for Healthcare
Designing AI Agents for the Complex Realities of Healthcare
The Cost of AI: FinOps Strategies for Intelligent Agents
Reading groupBeyond Prompting: The Emerging Discipline of Context Engineering Reading Group
AI Needs Memory: Here's How It Works
Building Advanced Agents Over Complex Data
Building Multi-Player AI Systems (and why it's SO hard)
PodcastIs Open Source Software Actually Secure?
Before Building AI Agents Watch These Hard Earned Lessons
Catastrophic agent failure and how to avoid it
Zero Trust for Multi-Agent Systems
Advancing the Cost-Quality Frontier in Agentic AI
Cutting Costs with Artificial Intelligence
Reading groupSmall Language Models are the Future of Agentic AI
PodcastThe Era of AI Agents in Marketing
The Future of Compute: How AI Agents Are Reshaping Infrastructure
A Deep Discussion with the Author of "Context Rot"
Building Real-Time, Reliable Voice AI: From Simulation to Production
How to Self-Host an AI Agent
If There's Free Compute, There's Abuse: Fighting Fraud with Lightweight LLM Agents
Smart Agents Start with Smart LLM Choices
The Future of User Interfaces: AI is Changing Everything
PodcastDistilling 200+ Hours of NeurIPS: What's Next for AI
Fast, Trustworthy, Reliable Voice Agents: MLOps That Blend LLM Annotation with Human QA
From Spikes to Stories: AI-Augmented Troubleshooting in the Network Wild
How Agent Memory Will Change Your Organization
The Hidden Infrastructure Behind Every AI Agent
Too much lock-in for too little gain: agent frameworks are a dead-end
AI traces are worth a thousand logs
Voice model performance optimization
APICA: The Digital Colleague at the Port of Antwerp-Bruges
Deploying Executable Agent Workflows
Integration of AI into Traditional Systems
Iterating on Your AI Evals
How Agents Changed Vibe Coding Forever
Evaluation-Driven Development with MLflow 3.0
AI Changed Stack Overflow for the Better
How AI Will Transform The Energy Sector
How Reinforcement Learning Can Improve Your Agent
I Built A Trustworthy Voice Assistant
Why Language Models Need a Lesson in Education
PodcastKnowledge is Eventually Consistent
Traditional vs LLM Recommender Systems: Are They Worth It?
Advanced Context Engineering
How Synthetic Data Will Transform Publishing Forever
The Science of Improving AI Agents
When Agents Hire Their Own Team: Inside Hypermode's Concierge
Prepare Your Data for AI Now, or You're Screwed Later
PodcastThe Truth About LLM Training
The Hidden Bottlenecks Slowing Down AI Agents
AI Coding Agents Change Software Development Forever
9 Commandments Building AI Agents
PodcastWhy Enterprise AI is Taking So Long to Implement
PodcastReal-time Feature Generation at Lyft
MLflow 3.0: The Future of AI Agents
AI Agent Development Tradeoffs You NEED to Know
PodcastFrom the Legal Trenches to Tech
PodcastThe Rise of Sovereign AI and Global AI Innovation in a World of US Protectionism
A New Way of Building with AI
Building AI that Doesn't Break
PodcastInside Uber's AI Revolution: Everything About How They Use AI/ML
PodcastThe Missing Data Stack for Physical AI
ML Engineers Who Ignore LLMs Are Voluntarily Retiring Early
Testing AI Intelligence: The Benchmarking Battle
PodcastHow AI is Transforming Business Data Forever
PodcastThe Creator of FastAPI's Next Chapter
Everything Hard About Building AI Agents Today
PodcastPackaging MLOps Tech Neatly for Engineers and Non-engineers
Office Hours on DuckDB, AWS Glue, and Iceberg
Hard Learned Lessons from Over a Decade in AI
Reading groupMem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
How Product Metrics Become LLM Evaluations
RAG from Scratch with Best Practices
PodcastGetting AI Apps Past the Demo
PodcastTricks to Fine Tuning
Building Out GPU Clouds
MCP is not going to change everything (yet)
PodcastAI in M&A: Building, Buying, and the Future of Dealmaking
PodcastMLOps with Databricks
Building an AI agent with LangGraph, step by step tutorial
PodcastHow AI is Revolutionizing Marketing Forever
AI Agents for Financial Institutions
Evaluation of Agentic System
PodcastMaking AI Reliable is the Greatest Challenge of the 2020s
Iceberg, MCP, and MLOps: Bridging the Gaps for Enterprise
PodcastBehavior Modeling, Secondary AI Effects, Bias Reduction & Synthetic Data
Reading groupA-MEM: Agentic Memory for LLM Agents
PodcastGraphBI: Expanding Analytics to All Data Through the Combination of GenAI, Graph, & Visual Analytics
PodcastAI Data Engineers: Data Engineering After AI
PodcastI Am Once Again Asking "What is MLOps?"
PodcastHow Sama is Improving ML Models to Make AVs Safer
Building Robust AI Systems with Battle-tested Frameworks
PodcastAI-Powered Product Ideation with Synthetic Consumer Testing
Build a Slack Agent with Pydantic AI
PodcastReal-Time Forecasting Faceoff: Time Series vs. DNNs
Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations
PodcastWe're All Finetuning Incorrectly
PodcastFrom Shiny to Strategic: The Maturation of AI Across Industries
PodcastStreaming Ecosystem Complexities and Cost Management
PodcastFraud Detection in the AI Era
PodcastEfficient GPU infrastructure at LinkedIn
PodcastBeyond the Matrix: AI and the Future of Human Creativity
Comparing ZenML, Metaflow, and all the other DAG tools
PodcastBuilding Trust Through Technology: Responsible AI in Practice
PodcastFrom Rules to Reasoning Engines
PodcastGenAI Traffic: Why API Infrastructure Must Evolve... Again
AI in Production 2025 | Keynote
PodcastUnbearable Lightness of Data: The Weight of Information
PodcastKubernetes, AI Gateways, and the Future of MLOps
Reading groupDeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
PodcastI Let An AI Play Pokémon! - Claude plays Pokémon Creator
PodcastFuture of Software, Agents in the Enterprise, and Inception Stage Company Building
PodcastThe Agent Exchange: Practitioner Insights
PodcastAI SQL Data Analyst
The Future of AI: Building Multi-Agent Systems
PodcastWeb Agents: The Cutting Edge of AI is Here?
AI Agents: The Evolution of Our Digital Friends
PodcastThe Challenge with AI Voice Agents
PodcastThe Agent Landscape - Lessons Learned Putting Agents Into Production
PodcastLook At Your ****ing Data 👀
Building AI That Remembers You
PodcastEvolving Workflow Orchestration
Reading groupAI Agents: The Future of ML Engineering?
PodcastAutonomous AI SRE: The Future of Site Reliability Engineering
PodcastThe Battle for AI: Robustness vs Privacy
Scaling your data and AI from 0-100 with open source
PodcastAI & Aliens: New Eyes on Ancient Questions
PodcastReal LLM Success Stories: How They Actually Work
PodcastAI Careers Insights from Ex Meta Staff Eng
PodcastBuilding a Decentralized Knowledge Graph for AI
PodcastEfficient Deployment of Models at the Edge
PodcastReal World AI Agent Stories
PodcastMachine Learning, AI Agents, and Autonomy
PodcastRe-Platforming Your Tech Stack