Shows / Agentic Conversations (formally mlops.community)
Agentic Conversations (formally mlops.community)
Relaxed conversations and technical deep dives around AI Agents. This Show is brought to you by the Agentic AI Foundation where the leading agentic open-source projects like MCP, Agents.md, and Goose live. See more at aaif.io
Episodes
Agentic Conversations (formally mlops.community)Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs
March 3rd, Computer History Museum CODING AGENTS CONFERENCE, come join us while there are still tickets left. https://luma.com/codingagents Chris Fregly is…
Agentic Conversations (formally mlops.community)Serving LLMs in Production: Performance, Cost & Scale // CAST AI Roundtable
Roundtable CAST AI episode: Serving LLMs in Production: Performance, Cost & Scale. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter…
Agentic Conversations (formally mlops.community)The Future of Information Retrieval: From Dense Vectors to Cognitive Search
Rahul Raja is a Staff Software Engineer at LinkedIn, working on large-scale search infrastructure, information retrieval systems, and integrating AI/ML to…
Agentic Conversations (formally mlops.community)Rethinking Notebooks Powered by AI
Vincent Warmerdam is a Founding Engineer at marimo, working on reinventing Python notebooks as reactive, reproducible, interactive, and Git-friendly…
Agentic Conversations (formally mlops.community)Software Engineering in the Age of Coding Agents: Testing, Evals, and Shipping Safely at Scale
Ereli Eran is the Founding Engineer at 7AI, where he’s focused on building and scaling the company’s agentic AI-driven cybersecurity platform — developing…
Agentic Conversations (formally mlops.community)Physical AI: Teaching Machines to Understand the Real World
Nick Gillian is the Co-Founder and CTO at Archetype AI, working on physical AI foundation models that understand and reason over real-world sensor data…
Agentic Conversations (formally mlops.community)Speed and Scale: How Today's AI Datacenters Are Operating Through Hypergrowth
Kris Beevers is the CEO at NetBox Labs, working on turning NetBox into the system of record and automation backbone for modern and AI-driven infrastructure…
Agentic Conversations (formally mlops.community)Cracking the Black Box: Real-Time Neuron Monitoring & Causality Traces
Mike Oaten is the Founder and CEO of TIKOS, working on building AI assurance, explainability, and trustworthy AI infrastructure, helping organizations test…
Agentic Conversations (formally mlops.community)A Playground for AI/ML Engineers
Paulo Vasconcellos is the Principal Data Scientist for Generative AI Products at Hotmart, working on AI-powered creator and learning experiences, including…
Agentic Conversations (formally mlops.community)How Universal Resource Management Transforms AI Infrastructure Economics
Wilder Lopes is the CEO and Founder of Ogre.run, working on AI-driven dependency resolution and reproducible code execution across environments.How Universal…
Agentic Conversations (formally mlops.community)Conversation with the MLflow Maintainers
Corey Zumar is a Product Manager at Databricks, working on MLflow and LLM evaluation, tracing, and lifecycle tooling for generative AI. Jules Damji is a Lead…
Agentic Conversations (formally mlops.community)Leadership on AI
Euro Beinat is the Global Head of AI and Data Science at Prosus Group, working on scaling AI-driven tools and agent-based systems across Prosus’s global…
Agentic Conversations (formally mlops.community)Computers that Think and Take Actions for You
Zengyi Qin is the Founder of the OpenAGI Foundation, working on computer-use models and open, agent-centric AI infrastructure. Computers that Think and Take…
- Agentic Conversations (formally mlops.community)
Real time features, AI search, Agentic similarities
Varant Zanoyan is the Co-founder & CEO at Zipline AI, working on building a next-generation AI/ML infrastructure platform that streamlines data pipelines…
Agentic Conversations (formally mlops.community)Tool definitions are the new Prompt Engineering
Alex Salazar is the CEO and Co-Founder of Arcade.dev, working on secure AI agents and real-world automation integrations. Chiara Caratelli is a Data Scientist…
Agentic Conversations (formally mlops.community)The Future of AI Agents is Sandboxed
Jonathan Wall is the CEO at Runloop.ai, working on enterprise-grade infrastructure and execution environments for AI coding agents. The Future of AI Agents is…
Agentic Conversations (formally mlops.community)Context engineering 2.0, Agents + Structured Data, and the Redis Context Engine
Simba Khadder is the founder and CEO of Featureform, now at Redis, working on real-time feature orchestration and building a context engine for AI and agents…
Agentic Conversations (formally mlops.community)Does AgenticRAG Really Work?
Satish Bhambri is a Sr Data Scientist at Walmart Labs, working on large-scale recommendation systems and conversational AI, including RAG-powered GroceryBot…
Agentic Conversations (formally mlops.community)How Sierra AI Does Context Engineering
Zack Reneau-Wedeen is the Head of Product at Sierra, leading the development of enterprise-ready AI agents — from Agent Studio 2.0 to the Agent Data Platform —…
Agentic Conversations (formally mlops.community)Overcoming Challenges in AI Agent Deployment: The Sweet Spot for Governance and Security // Spencer Reagan // #349
Spencer Reagan leads R&D at Airia, working on secure AI-agent orchestration, data governance systems, and real-time signal fusion technologies for regulated…
Agentic Conversations (formally mlops.community)Hardening Agents for E-commerce Scale: From RL Alignment to Reliability // Panel 2
Thanks to Prosus Group for collaborating on the Agents in Production Virtual Conference 2025. Abstract // The discussion centers on highly technical yet…
Agentic Conversations (formally mlops.community)Building Cursor: A Fireside Chat with VP Solutions Ricky Doar
Ricky Doar is the VP of Solutions at Cursor, where he leads forward-deployed engineers. A seasoned product and technical leader with over a decade of…
Agentic Conversations (formally mlops.community)Relational Foundation Models: Unlocking the Next Frontier of Enterprise AI // Jure Leskovec // #348
Dr. Jure Leskovec is the Chief Scientist at Kumo.AI and a Stanford professor, working on relational foundation models and graph-transformer systems that bring…
Agentic Conversations (formally mlops.community)Context Engineering, Context Rot, & Agentic Search with the CEO of Chroma, Jeff Huber
Jeff Huber is the CEO of Chroma, working on context engineering and building reliable retrieval infrastructure for AI systems. Context Engineering, Context…
Agentic Conversations (formally mlops.community)Reliable Voice Agents
Brooke Hopkins is the CEO of Coval, a company making voice agents more reliable. Reliable Voice Agents // MLOps Podcast #347 with Brooke Hopkins, Founder of…
Agentic Conversations (formally mlops.community)The Future of AI Operations: Insights from PwC AI Managed Services
Rani Radhakrishnan is a Principal at PwC US, leading work on AI-managed services, autonomous agents, and data-driven transformation for enterprises. The Future…
Agentic Conversations (formally mlops.community)GPU Uptime with VAST Data CTO
Andy Pernsteiner is the Field CTO at VAST Data, working on large-scale AI infrastructure, serverless compute near data, and the rollout of VAST’s AI Operating…
Agentic Conversations (formally mlops.community)The Evolution of AI in Cyber Security // Jeff Schwartzentruber // #344
Dr. Jeff Schwartzentruber is a Senior Machine Learning Scientist at eSentire, working on anomaly detection pipelines and the use of large language models to…
- Agentic Conversations (formally mlops.community)
Thousands of Fine-Tuned Models
Jaipal Singh Goud is the CTO at Prem AI, working on model customization and privacy-preserving compute. This episode was recorded at the Plan B studios in…
Agentic Conversations (formally mlops.community)The Semantic Layer and AI Agents // David Jayatillake // #343
The Semantic Layer and AI Agents // MLOps Podcast #343 with David Jayatillake, VP of AI at Cube.dev. Join the Community: https://go.mlops.community/YTJoinIn…
Agentic Conversations (formally mlops.community)Building Claude Code: Origin, Story, Product Iterations, & What's Next // Siddharth Bidasaria // #342
Building Claude Code: Origin, Story, Product Iterations, & What's Next // MLOps Podcast #342 with Siddharth Bidasaria, Member of Technical Staff at Anthropic…
Agentic Conversations (formally mlops.community)Building an Agentic AI Memory Framework
What if AI could actually remember like humans do? Biswaroop Bhattacharjee joins Demetrios Brinkmann to challenge how we think about memory in AI. From…
Agentic Conversations (formally mlops.community)LLMs at Scale: Infrastructure That Keeps AI Safe, Smart & Affordable // Marco Palladino// # 341
LLMs at Scale: Infrastructure That Keeps AI Safe, Smart & Affordable // MLOps Podcast #341 with Marco Palladino, Kong's Co-Founder and CTO. Join the Community…
Agentic Conversations (formally mlops.community)Best AI Hackathon Project Ever? [Bite Size Episode]
AI Conversations Powered by Prosus Group Unicorn Mafia won the recent hackathon at Raise Summit and explained to me what they built, including all the tech…
Agentic Conversations (formally mlops.community)On-Device AI Agents in Production: Privacy, Performance, and Scale // Varun Khare & Neeraj Poddar // #340
On-Device AI Agents in Production: Privacy, Performance, and Scale // MLOps Podcast #340 with NimbleEdge's Varun Khare, Founder/CEO and Neeraj Poddar…
Agentic Conversations (formally mlops.community)Are Evals Dead?
AI Conversations Powered by Prosus Group Your AI agent isn’t failing because it’s dumb—it’s failing because you refuse to test it. Chiara Caratelli cuts…
Agentic Conversations (formally mlops.community)The DuckLake Lakehouse Format // Hannes Mühleisen // #339
The DuckLake Lakehouse Format // MLOps Podcast #339 with Hannes Mühleisen, Co-founder and CEO of DuckDB Labs. Join the Community…
Agentic Conversations (formally mlops.community)How LiveKit Became An AI Company By Accident
AI Conversations Powered by Prosus Group Russ d'Sa shares how LiveKit went from a small open-source project during the pandemic to powering voice interfaces…
Agentic Conversations (formally mlops.community)Economics of Building Data Centers, GPU Clouds, Sovereign AI
AI Conversations Powered by Prosus Group. Craig Tavares, COO of Buzz High Performance Compute, shares lessons from building GPU cloud infrastructure worldwide…
Agentic Conversations (formally mlops.community)Trust at Scale: Security and Governance for Open Source Models // Hudson Buzby // #338
Trust at Scale: Security and Governance for Open Source Models // MLOps Podcast #338 with Hudson Buzby, Solutions Architect at JFrog. Appreciate JFrog for…
Agentic Conversations (formally mlops.community)LLM Search, UI/UX challenges, Context Engineering and the 80/20 of Eval
AI Conversations Powered by Prosus Group Nishikant Dhanuka talks about what it really takes to make AI agents useful—especially in e-commerce and productivity…
Agentic Conversations (formally mlops.community)The Era of AI Agents in Marketing // Joel Horwitz // #337
The Era of AI Agents in Marketing // MLOps Podcast #337 with Joel Horwitz, Growth Engineer at Neoteric3D. Join the Community…
Agentic Conversations (formally mlops.community)Distilling 200+ Hours of NeurIPS: What’s Next for AI // Nikolaos Vasiloglou // #336
Distilling 200+ Hours of NeurIPS: What’s Next for AI // MLOps Podcast #336 with Nikolaos Vasiloglou, VP of Research ML at RelationalAI. Join the Community…
Agentic Conversations (formally mlops.community)Building Coding Agents: Design Decisions, Prompting Tricks, GUI Anti-patterns
AI Conversations Powered by Prosus Group Demetrios chats with Beyang Liu about Sourcegraph’s AMP, exploring how AI coding agents are reshaping development—from…
Agentic Conversations (formally mlops.community)A Candid Conversation with the CEO of Stack Overflow
AI Conversations Powered by Prosus Group Stack Overflow is adapting to the AI era by licensing its trusted Q&A corpus, expanding into discussions and…
Agentic Conversations (formally mlops.community)Knowledge is Eventually Consistent // Devin Stein // #335
Knowledge is Eventually Consistent // MLOps Podcast #335 with Devin Stein, CEO of Dosu. Grateful to @Databricks and @hyperbolic-labs for supporting our podcast…
Agentic Conversations (formally mlops.community)LinkedIn Recommender System Predictive ML vs LLMs
Demetrios chats with Arpita Vats about how LLMs are shaking up recommender systems. Instead of relying on hand-crafted features and rigid user clusters, LLMs…
Agentic Conversations (formally mlops.community)GPU Considerations, Labeling Privacy, Rapid Fine Tuning, and the Role of Private Eval Pipelines to Benchmark New Models
Agents in Production [Podcast Limited Series] Episode Nine – Training LLMs, Picking the Right Models, and GPU Headaches Paul van der Boor and Zulkuf Genc from…
Agentic Conversations (formally mlops.community)The Hidden Bottlenecks Slowing Down AI Agents
Demetrios chats with Paul van der Boor and Bruce Martens from Prosus about the real bottlenecks in AI agent development—not tools, but evaluation and feedback…
Agentic Conversations (formally mlops.community)9 Commandments for Building AI Agents
Building AI agents that actually get things done is harder than it looks. Demetrios, Paul, and Dmitri break down what makes agents effective—from smart…
Agentic Conversations (formally mlops.community)Enterprise AI Adoption Challenges
Building AI Agents that work is no small feat. In Agents in Production [Podcast Limited Series] - Episode Six, Paul van der Boor and Sean Kenny share how they…
Agentic Conversations (formally mlops.community)Real-time Feature Generation at Lyft // Rakesh Kumar // #334
Real-time Feature Generation at Lyft // MLOps Podcast #334 with Rakesh Kumar, Senior Staff Software Engineer at Lyft. Join the Community…
Agentic Conversations (formally mlops.community)AI Agent Development Tradeoffs You NEED to Know
Sherwood Callaway, tech lead at 11X, joins us to talk about building digital workers—specifically Alice (an AI sales rep) and Julian (a voice agent)—that are…
Agentic Conversations (formally mlops.community)From the Legal Trenches to Tech // Nick Coleman // #332
From the Legal Trenches to Tech // MLOps Podcast #332 with Nick Coleman, Attorney/Founder of LexMed. Join the Community: https://go.mlops.community/YTJoinIn…
Agentic Conversations (formally mlops.community)The Rise of Sovereign AI and Global AI Innovation in a World of US Protectionism // Frank Meehan // MLOps Podcast #331
The Rise of Sovereign AI and Global AI Innovation in a World of US Protectionism // MLOps Podcast #331 with Frank Meehan, Founder and CEO of Frontier One AI…
Agentic Conversations (formally mlops.community)A New Way of Building with AI
Thanks to MLflow for supporting this episode — the platform helping teams track, manage, and deploy ML and GenAI projects with ease. Try it free at mlflow.org…
Agentic Conversations (formally mlops.community)Inside Uber’s AI Revolution - Everything about how they use AI/ML
Kai Wang joins the MLOps Community podcast LIVE to share how Uber built and scaled its ML platform, Michelangelo. From mission-critical models to tools for…
Agentic Conversations (formally mlops.community)The Missing Data Stack for Physical AI
The Missing Data Stack for Physical AI // MLOps Podcast #328 with Nikolaus West, CEO of Rerun. Join the Community: https://go.mlops.community/YTJoinIn Get the…
Agentic Conversations (formally mlops.community)AI Reliability, Spark, Observability, SLAs and Starting an AI Infra Company
LLMs are reshaping the future of data and AI—and ignoring them might just be career malpractice. Yoni Michael and Kostas Pardalis unpack what’s breaking…
Agentic Conversations (formally mlops.community)Greg Kamradt: Benchmarking Intelligence | ARC Prize
What makes a good AI benchmark? Greg Kamradt joins Demetrios to break it down—from human-easy, AI-hard puzzles to wild new games that test how fast models can…