Demetrios

MLOps.community

Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)

Author

Demetrios

Category

Technology

Podcast website

mlops.community

Latest episode

Jul 6, 2026

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Episodes

The Creator of Superpowers: Why Real Agentic Engineering Beats Vibe Coding 24.04.2026

Jesse Vincent is the Founder & CEO of Prime Radiant and creator of Superpowers — the most-used Claude Code plugin in the world. He built the first agentic software development methodology from scratch while managing MIT interns in the early 2000s, and hasn't written a line of code manually since October. The Creator of Superpowers: Why Real Agentic Engineering Beats Vibe Coding // MLOps Po...

It's 2026, and We're Still Talking Evals 21.04.2026

Maggie Konstanty is an AI Product Manager at Prosus , one of the world's largest consumer internet companies, where she builds and evaluates AI agents for food ordering and ecommerce at scale. She's been inside the messy reality of LLM evaluation longer than most — and her take is unfiltered. It's 2026, and We're Still Talking Evals // MLOps Podcast #372 with Maggie Konstanty, AI P...

Why Agents are Driving Software Development to the Cloud 17.04.2026

This episode is brought to you by Hyperbolic and the MLflow team. Check out more information at hyperbolic.ai and MLflow.org . Why AI Coding Agents Are Moving to the Cloud — With Zach Lloyd, CEO of Warp Zach Lloyd is the founder and CEO of Warp, the AI-native terminal and agentic development platform trusted by over a million developers. Before Warp, Zach was a product lead at Google on Google Doc...

The Modern Software Engineer 14.04.2026

This episode is brought to you by the MLflow team. Check out more information at MLflow.org . Mihail Eric is Head of AI at Monaco and Adjunct Lecturer at Stanford University, where he teaches CS146S: "The Modern Software Developer" — the first course in the world dedicated to how AI is transforming every stage of the software development lifecycle. With 12+ years building production AI s...

We Cut LLM Latency by 70% in Production 10.04.2026

Maher Hanafi is an engineering leader who went from zero AI experience to self-hosting LLMs at enterprise scale — managing GPU costs, optimizing inference with TensorRT LLM, and building an AI platform for HR tech. In this conversation, he breaks down exactly how his team cut latency by 70%, reduced GPU spend through counterintuitive scaling strategies, and navigated the messy reality of taking AI...

Getting Humans Out of the Way: How to Work with Teams of Agents 07.04.2026

Rob Ennals is the creator of Broomy, an open-source IDE designed for working effectively with many agents in parallel. He previously worked at Meta, Quora, Google Search, and Intel Research. He has a PhD in Computer Science from the University of Cambridge. Getting Humans Out of the Way: How to Work with Teams of Agents // MLOps Podcast #368 with Rob Ennals, the Creator of Broomy Join the Communit...

Fixing GPU Starvation in Large-Scale Distributed Training 03.04.2026

Kashish Mittal is a Staff Software Engineer at Uber, working on large-scale distributed systems and core backend infrastructure. Fixing GPU Starvation in Large-Scale Distributed Training // MLOps Podcast #367 with Kashish Mittal, Staff Software Engineer at Uber Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter MLOps GPU Guide: https...

Spec Driven Development, Workflows, and the Recent Coding Agent Conference 31.03.2026

Jens Bodal is a Senior Software Engineer II working independently, focusing on backend systems, software architecture, and building scalable solutions across client projects. This One Shift Makes Developers Obsolete // MLOps Podcast #366 with Jens Bodal, Senior Software Engineer II, Independent Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/Y...

Operationalizing AI Agents: From Experimentation to Production // Databricks Roundtable 30.03.2026

Databricks Roundtable episode: Operationalizing AI Agents: From Experimentation to Production. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter MLOps GPU Guide: https://go.mlops.community/gpuguide Big shout-out to Databricks for the collaboration! // Abstract This panel discusses the real-world challenges of deploying AI agents at...

arrowspace: Vector Spaces and Graph Wiring 27.03.2026

Lorenzo Moriondo is a Technical Lead for AI at tuned.org.uk, working on AI agent protocols, graph-based search, and production-grade LLM systems. arrowspace: Vector Spaces and Graph Wiring // MLOps Podcast #365 with Lorenzo Moriondo, AI Research and Product Engineer Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter MLOps GPU Guide:...

Agentic Marketplace 20.03.2026

Donné Stevenson is a Machine Learning Engineer at Prosus, working on scalable ML infrastructure and productionizing GenAI systems across portfolio companies. Pedro Chaves is a Data Science Manager at OLX Group, working on GenAI-powered search, personalization, and large-scale marketplace recommendations. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.c...

Durable Execution and Modern Distributed Systems 17.03.2026

Johann Schleier-Smith is the Technical Lead for AI at Temporal Technologies, working on reliable infrastructure for production AI systems and long-running agent workflows. Durable Execution and Modern Distributed Systems, Johann Schleier-Smith // MLOps Podcast #364 Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter MLOps Merch: https...

Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs 24.02.2026

March 3rd , Computer History Museum CODING AGENTS CONFERENCE , come join us while there are still tickets left. https://luma.com/codingagents Chris Fregly is currently focused on building and scaling high-performance AI systems, writing and teaching about AI infrastructure, helping organizations adopt generative AI and performance engineering principles on AWS, and fostering large developer commun...

Serving LLMs in Production: Performance, Cost & Scale // CAST AI Roundtable 19.02.2026

Roundtable CAST AI episode: Serving LLMs in Production: Performance, Cost & Scale. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter MLOps GPU Guide: https://go.mlops.community/gpuguide // Abstract Experimenting with LLMs is easy. Running them reliably and cost-effectively in production is where things break. Most AI teams never...

The Future of Information Retrieval: From Dense Vectors to Cognitive Search 17.02.2026

Rahul Raja is a Staff Software Engineer at LinkedIn , working on large-scale search infrastructure, information retrieval systems, and integrating AI/ML to improve ranking and semantic search experiences. The Future of Information Retrieval: From Dense Vectors to Cognitive Search // MLOps Podcast #362 with Rahul Raja, Staff Software Engineer at LinkedIn Join the Community: https://go.mlops.communi...

Rethinking Notebooks Powered by AI 13.02.2026

Vincent Warmerdam is a Founding Engineer at marimo , working on reinventing Python notebooks as reactive, reproducible, interactive, and Git-friendly environments for data workflows and AI prototyping. He helps build the core marimo notebook platform, pushing its reactive execution model, UI interactivity, and integration with modern development and AI tooling so that notebooks behave like dependa...

Software Engineering in the Age of Coding Agents: Testing, Evals, and Shipping Safely at Scale 10.02.2026

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 autonomous AI agents that triage alerts, investigate threats, enrich security data, and enable end-to-end automated security operations so human teams can focus on higher-value strategic work. Software Engineering in the Age of Coding Agents: T...

Physical AI: Teaching Machines to Understand the Real World 06.02.2026

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. Physical AI: Teaching Machines to Understand the Real World // MLOps Podcast #360 with Nick Gillian, Co-Founder and CTO of Archetype AI Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsle...

Speed and Scale: How Today's AI Datacenters Are Operating Through Hypergrowth 03.02.2026

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. Speed and Scale: How Today's AI Datacenters Are Operating Through Hypergrowth // MLOps Podcast #359 with Kris Beevers, CEO of NetBox Labs Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.communi...

Cracking the Black Box: Real-Time Neuron Monitoring & Causality Traces 27.01.2026

Mike Oaten is the Founder and CEO of TIKOS , working on building AI assurance, explainability, and trustworthy AI infrastructure, helping organizations test, monitor, and govern AI models and systems to make them transparent, fair, robust, and compliant with emerging regulations. Cracking the Black Box: Real-Time Neuron Monitoring & Causality Traces // MLOps Podcast #358 with Mike Oaten, Found...

A Playground for AI/ML Engineers 23.01.2026

Paulo Vasconcellos is the Principal Data Scientist for Generative AI Products at Hotmart , working on AI-powered creator and learning experiences, including intelligent tutoring, content automation, and multilingual localization at scale. Join us at Coding Agents: The AI Driven Developer Conference - https://luma.com/codingagents MLOps GPU Guide: ⁠https://go.mlops.community/gpuguide Join the Commu...

How Universal Resource Management Transforms AI Infrastructure Economics 20.01.2026

Wilder Lopes is the CEO and Founder of Ogre.run , working on AI-driven dependency resolution and reproducible code execution across environments. How Universal Resource Management Transforms AI Infrastructure Economics // MLOps Podcast #357 with Wilder Lopes, CEO / Founder of Ogre.runJoin the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter...

Conversation with the MLflow Maintainers 16.01.2026

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 Developer Advocate at Databricks, working on Spark, lakehouse technologies, and developer education across the data and AI community. Danny Chiao is an Engineering Leader at Databricks, working on data and AI observability, quality, and produ...

Leadership on AI 13.01.2026

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 portfolio, deploying internal assistants like Toqan and generative AI platforms such as PlusOne, and building initiatives like AI House Amsterdam and interdisciplinary AI residencies to explore intent-driven AI and strengthen Europe’s AI ecosystem...

Computers that Think and Take Actions for You 02.01.2026

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 Actions for You, Zengy Qin // MLOps Podcast #355 Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter MLOps Merch: https://shop.mlops.community/ // Abstract What if the computer i...

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