MLOps.community

Mar 07 2025 411 ep. 53 mins 331
MLOps.community Podcast artwork

Weekly talks and fireside chats about everything that has to do with the new space emerging around DevOps for Machine Learning aka MLOps aka Machine Learning Operations.

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Kubernetes, AI Gateways, and the Future of MLOps // Alexa Griffith // #294

Mar 07 2025 51 mins  
Claude Plays Pokémon - A Conversation with the Creator // MLOps Podcast #294 with Alexa Griffith, Senior Software Engineer at Bloomberg.Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // AbstractAlexa shares her journey into software engineering, from early struggles with Airflow and Kubernetes to leading open-sou

Future of Software, Agents in the Enterprise, and Inception Stage Company Building // Eliot Durbin // #293

Mar 04 2025 54 mins  
Future of Software, Agents in the Enterprise, and Inception Stage Company Building // MLOps Podcast 293 with Eliot Durbin, General Partner at Boldstart Ventures.Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // AbstractKey lessons for founders that are thinking about or starting their companies. 15 years of incept

The Agent Exchange: Practitioner Insights

Mar 02 2025 48 mins  
Agents in Production [Podcast Limited Series] - Episode Five, Dmitri Jarnikov, Chiara Caratelli, and Steven Vester join Demetrios to explore AI agents in e-commerce. They discuss the trade-offs between generic and specialized agents, with Dmitri noting the need for a balance between scalability and precision. Chiara highlights how agents can dynamically blend both approaches, while

Talk to Your Data: The SQL Data Analyst

Feb 28 2025 53 mins  
In Agents in Production [Podcast Limited Series] - Episode Four, Donné Stevenson and Paul van der Boor break down the deployment of a Token Data Analyst agent at Prosus—why, how, and what worked. They discuss the challenges of productionizing the agent, from architecture to mitigating LLM overconfidence, key design choices, the role of pre-checks for clarity, and why they opted

Getting to Grips with Web Agents

Feb 26 2025 45 mins  
Agents in Production [Podcast Limited Series] - Episode Three explores the concept of web agents—AI-powered systems that interact with the web as humans do, navigating browsers instead of relying solely on APIs. The discussion covers why web agents emerge as a natural step in AI evolution, their advantages over API-based systems, and their potential impact on e-commerce and autom

The Challenge with Voice Agents

Feb 22 2025 47 mins  
In Agents in Production Series - Episode Two, Demetrios, Paul, and Floris explore the latest in Voice AI agents. They discuss real-time voice interactions, OpenAI's real-time Voice API, and real-world deployment challenges. Paul shares insights from iFood’s voice AI tests in Brazil, while Floris highlights technical hurdles like turn detection and language processing. The epi

The Agent Landscape - Lessons Learned Putting Agents Into Production

Feb 20 2025 68 mins  
In Agents in Production Series - Episode One, Demetrios chats with Paul van der Boor and Floris Fok about the real-world challenges of deploying AI agents across @ProsusGroup of companies. They break down the evolution from simple LLMs to fully interactive systems, tackling scale, UX, and the harsh lessons from failed projects. Packed with insights on what works (and what doesn�

Look At Your ****ing Data 👀 // Kenny Daniel // #292

Feb 18 2025 67 mins  
Kenny Daniel⁠ is the founder and CEO of ⁠Hyperparam⁠, building tools to make ML dataset curation orders of magnitude more efficient.Look At Your ****ing Data 👀 // MLOps Podcast 292 with Kenny Daniel, Founder of Hyperparam.Join the Community: ⁠https://go.mlops.community/YTJoinIn⁠ Get the newsletter: ⁠https://go.mlops.community/YTNewsletter ⁠// AbstractIn this episod

Evolving Workflow Orchestration // Alex Milowski // #291

Feb 14 2025 74 mins  
Alex Milowski is a researcher, developer, entrepreneur, mathematician, and computer scientist.Evolving Workflow Orchestration // MLOps Podcast #291 with Alex Milowski, Entrepreneur and Computer Scientist.// AbstractThere seems to be a shift from workflow languages to code - mostly annotation pythons - happening and getting us. It is a symptom of how complex workflow orchestration h

Insights from Cleric: Building an Autonomous AI SRE // Willem Pienaar // #290

Feb 11 2025 55 mins  
Willem Pienaar is the Co-Founder and CTO ofCleric. He previously worked at Tecton as a Principal Engineer. Willem Pienaar attended the Georgia Institute of Technology.Insights from Cleric: Building an Autonomous AI SRE // MLOps Podcast #289 with Willem Pienaar, CTO & Co-Founder of Cleric.// AbstractIn this MLOps Community Podcast episode, Willem Pienaar, CTO of Cleric, breaks d