# MLOps.community

Page: https://stenobird.com/podcast/mlops-community
Text version: https://stenobird.com/podcast/mlops-community.md
RSS feed: https://anchor.fm/s/174cb1b8/podcast/rss
Official site: https://mlops.community
Author: Demetrios
Episodes: 516

## Resource

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

## Machine-readable

JSON: https://stenobird.com/v1/public/podcasts/mlops-community
Markdown: https://stenobird.com/podcast/mlops-community.md

## Episodes
- [Building MCP Before MCP Existed: Inside Despegar's Sofia Agent](https://stenobird.com/podcast/mlops-community/building-mcp-before-mcp-existed-inside-despegar-s-sofia-agent) — 2026-05-08T13:04:55+00:00
- [Voice Agent Use Cases](https://stenobird.com/podcast/mlops-community/voice-agent-use-cases) — 2026-05-01T17:00:00+00:00
- [The Creator of Superpowers: Why Real Agentic Engineering Beats Vibe Coding](https://stenobird.com/podcast/mlops-community/the-creator-of-superpowers-why-real-agentic-engineering-beats-vibe-coding) — 2026-04-24T17:00:00+00:00
- [It's 2026, and We're Still Talking Evals](https://stenobird.com/podcast/mlops-community/it-s-2026-and-we-re-still-talking-evals) — 2026-04-21T17:00:00+00:00
- [Why Agents are Driving Software Development to the Cloud](https://stenobird.com/podcast/mlops-community/why-agents-are-driving-software-development-to-the-cloud) — 2026-04-17T17:00:06+00:00
- [The Modern Software Engineer](https://stenobird.com/podcast/mlops-community/the-modern-software-engineer) — 2026-04-14T18:58:01+00:00
- [We Cut LLM Latency by 70% in Production](https://stenobird.com/podcast/mlops-community/we-cut-llm-latency-by-70-in-production) — 2026-04-10T17:00:03+00:00
- [Getting Humans Out of the Way: How to Work with Teams of Agents](https://stenobird.com/podcast/mlops-community/getting-humans-out-of-the-way-how-to-work-with-teams-of-agents) — 2026-04-07T17:00:00+00:00
- [Fixing GPU Starvation in Large-Scale Distributed Training](https://stenobird.com/podcast/mlops-community/fixing-gpu-starvation-in-large-scale-distributed-training) — 2026-04-03T17:00:28+00:00
- [Spec Driven Development, Workflows, and the Recent Coding Agent Conference](https://stenobird.com/podcast/mlops-community/spec-driven-development-workflows-and-the-recent-coding-agent-conference) — 2026-03-31T21:25:10+00:00
- [Operationalizing AI Agents: From Experimentation to Production // Databricks Roundtable](https://stenobird.com/podcast/mlops-community/operationalizing-ai-agents-from-experimentation-to-production-databricks-roundtable) — 2026-03-30T18:00:21+00:00
- [arrowspace: Vector Spaces and Graph Wiring](https://stenobird.com/podcast/mlops-community/arrowspace-vector-spaces-and-graph-wiring) — 2026-03-27T18:01:43+00:00
- [Agentic Marketplace](https://stenobird.com/podcast/mlops-community/agentic-marketplace) — 2026-03-20T17:00:06+00:00
- [Durable Execution and Modern Distributed Systems](https://stenobird.com/podcast/mlops-community/durable-execution-and-modern-distributed-systems) — 2026-03-17T17:00:36+00:00
- [Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs](https://stenobird.com/podcast/mlops-community/performance-optimization-and-software-hardware-co-design-across-pytorch-cuda-and-nvidia-gpus) — 2026-02-24T20:44:22+00:00
- [Serving LLMs in Production: Performance, Cost & Scale // CAST AI Roundtable](https://stenobird.com/podcast/mlops-community/serving-llms-in-production-performance-cost-scale-cast-ai-roundtable) — 2026-02-19T18:00:02+00:00
- [The Future of Information Retrieval: From Dense Vectors to Cognitive Search](https://stenobird.com/podcast/mlops-community/the-future-of-information-retrieval-from-dense-vectors-to-cognitive-search) — 2026-02-17T18:00:11+00:00
- [Rethinking Notebooks Powered by AI](https://stenobird.com/podcast/mlops-community/rethinking-notebooks-powered-by-ai) — 2026-02-13T18:00:33+00:00
- [Software Engineering in the Age of Coding Agents: Testing, Evals, and Shipping Safely at Scale](https://stenobird.com/podcast/mlops-community/software-engineering-in-the-age-of-coding-agents-testing-evals-and-shipping-safely-at-scale) — 2026-02-10T18:00:07+00:00
- [Physical AI: Teaching Machines to Understand the Real World](https://stenobird.com/podcast/mlops-community/physical-ai-teaching-machines-to-understand-the-real-world) — 2026-02-06T19:01:42+00:00
- [Speed and Scale: How Today's AI Datacenters Are Operating Through Hypergrowth](https://stenobird.com/podcast/mlops-community/speed-and-scale-how-today-s-ai-datacenters-are-operating-through-hypergrowth) — 2026-02-03T18:00:00+00:00
- [Cracking the Black Box: Real-Time Neuron Monitoring & Causality Traces](https://stenobird.com/podcast/mlops-community/cracking-the-black-box-real-time-neuron-monitoring-causality-traces) — 2026-01-27T19:02:31+00:00
- [A Playground for AI/ML Engineers](https://stenobird.com/podcast/mlops-community/a-playground-for-ai-ml-engineers) — 2026-01-23T17:59:53+00:00
- [How Universal Resource Management Transforms AI Infrastructure Economics](https://stenobird.com/podcast/mlops-community/how-universal-resource-management-transforms-ai-infrastructure-economics) — 2026-01-20T18:00:23+00:00
- [Conversation with the MLflow Maintainers](https://stenobird.com/podcast/mlops-community/conversation-with-the-mlflow-maintainers) — 2026-01-16T18:00:10+00:00
- [Leadership on AI](https://stenobird.com/podcast/mlops-community/leadership-on-ai) — 2026-01-13T14:14:46+00:00
- [Computers that Think and Take Actions for You](https://stenobird.com/podcast/mlops-community/computers-that-think-and-take-actions-for-you) — 2026-01-02T16:58:58+00:00
- [Real time features, AI search, Agentic similarities](https://stenobird.com/podcast/mlops-community/real-time-features-ai-search-agentic-similarities) — 2025-12-28T16:59:37+00:00
- [Tool definitions are the new Prompt Engineering](https://stenobird.com/podcast/mlops-community/tool-definitions-are-the-new-prompt-engineering) — 2025-12-23T18:00:17+00:00
- [The Future of AI Agents is Sandboxed](https://stenobird.com/podcast/mlops-community/the-future-of-ai-agents-is-sandboxed) — 2025-12-19T19:35:06+00:00
- [Context engineering 2.0, Agents + Structured Data, and the Redis Context Engine](https://stenobird.com/podcast/mlops-community/context-engineering-2-0-agents-structured-data-and-the-redis-context-engine) — 2025-12-16T18:00:17+00:00
- [Does AgenticRAG Really Work?](https://stenobird.com/podcast/mlops-community/does-agenticrag-really-work) — 2025-12-12T14:45:46+00:00
- [How Sierra AI Does Context Engineering](https://stenobird.com/podcast/mlops-community/how-sierra-ai-does-context-engineering) — 2025-12-10T17:00:08+00:00
- [Overcoming Challenges in AI Agent Deployment: The Sweet Spot for Governance and Security // Spencer Reagan // #349](https://stenobird.com/podcast/mlops-community/overcoming-challenges-in-ai-agent-deployment-the-sweet-spot-for-governance-and-security-spencer-reagan-349) — 2025-12-05T18:00:20+00:00
- [Hardening Agents for E-commerce Scale: From RL Alignment to Reliability // Panel 2](https://stenobird.com/podcast/mlops-community/hardening-agents-for-e-commerce-scale-from-rl-alignment-to-reliability-panel-2) — 2025-12-02T18:02:46+00:00
- [Building Cursor: A Fireside Chat with VP Solutions Ricky Doar](https://stenobird.com/podcast/mlops-community/building-cursor-a-fireside-chat-with-vp-solutions-ricky-doar) — 2025-11-27T18:00:00+00:00
- [Relational Foundation Models: Unlocking the Next Frontier of Enterprise AI // Jure Leskovec // #348](https://stenobird.com/podcast/mlops-community/relational-foundation-models-unlocking-the-next-frontier-of-enterprise-ai-jure-leskovec-348) — 2025-11-25T16:15:38+00:00
- [Context Engineering, Context Rot, & Agentic Search with the CEO of Chroma, Jeff Huber](https://stenobird.com/podcast/mlops-community/context-engineering-context-rot-agentic-search-with-the-ceo-of-chroma-jeff-huber) — 2025-11-21T17:52:10+00:00
- [Reliable Voice Agents](https://stenobird.com/podcast/mlops-community/reliable-voice-agents) — 2025-11-18T18:00:00+00:00
- [The Future of AI Operations: Insights from PwC AI Managed Services](https://stenobird.com/podcast/mlops-community/the-future-of-ai-operations-insights-from-pwc-ai-managed-services) — 2025-11-14T14:31:35+00:00
- [GPU Uptime with VAST Data CTO](https://stenobird.com/podcast/mlops-community/gpu-uptime-with-vast-data-cto) — 2025-11-11T18:00:04+00:00
- [The Evolution of AI in Cyber Security // Jeff Schwartzentruber // #344](https://stenobird.com/podcast/mlops-community/the-evolution-of-ai-in-cyber-security-jeff-schwartzentruber-344) — 2025-11-04T18:10:47+00:00
- [Thousands of Fine-Tuned Models](https://stenobird.com/podcast/mlops-community/thousands-of-fine-tuned-models) — 2025-11-03T16:34:41+00:00
- [The Semantic Layer and AI Agents // David Jayatillake // #343](https://stenobird.com/podcast/mlops-community/the-semantic-layer-and-ai-agents-david-jayatillake-343) — 2025-10-24T17:00:17+00:00
- [Building Claude Code: Origin, Story, Product Iterations, & What's Next // Siddharth Bidasaria // #342](https://stenobird.com/podcast/mlops-community/building-claude-code-origin-story-product-iterations-what-s-next-siddharth-bidasaria-342) — 2025-10-21T17:00:04+00:00
- [Building an Agentic AI Memory Framework](https://stenobird.com/podcast/mlops-community/building-an-agentic-ai-memory-framework) — 2025-10-14T17:00:34+00:00
- [LLMs at Scale: Infrastructure That Keeps AI Safe, Smart & Affordable // Marco Palladino// # 341](https://stenobird.com/podcast/mlops-community/llms-at-scale-infrastructure-that-keeps-ai-safe-smart-affordable-marco-palladino-341) — 2025-10-07T17:00:14+00:00
- [Best AI Hackathon Project Ever? [Bite Size Episode]](https://stenobird.com/podcast/mlops-community/best-ai-hackathon-project-ever-bite-size-episode) — 2025-10-03T17:00:08+00:00
- [On-Device AI Agents in Production: Privacy, Performance, and Scale // Varun Khare & Neeraj Poddar // #340](https://stenobird.com/podcast/mlops-community/on-device-ai-agents-in-production-privacy-performance-and-scale-varun-khare-neeraj-poddar-340) — 2025-09-30T16:00:04+00:00
- [Are Evals Dead?](https://stenobird.com/podcast/mlops-community/are-evals-dead) — 2025-09-26T16:00:04+00:00
- [The DuckLake Lakehouse Format // Hannes Mühleisen // #339](https://stenobird.com/podcast/mlops-community/the-ducklake-lakehouse-format-hannes-m-hleisen-339) — 2025-09-19T17:00:20+00:00
- [How LiveKit Became An AI Company By Accident](https://stenobird.com/podcast/mlops-community/how-livekit-became-an-ai-company-by-accident) — 2025-09-16T16:00:04+00:00
- [Economics of Building Data Centers, GPU Clouds, Sovereign AI](https://stenobird.com/podcast/mlops-community/economics-of-building-data-centers-gpu-clouds-sovereign-ai) — 2025-09-12T17:00:00+00:00
- [Trust at Scale: Security and Governance for Open Source Models // Hudson Buzby // #338](https://stenobird.com/podcast/mlops-community/trust-at-scale-security-and-governance-for-open-source-models-hudson-buzby-338) — 2025-09-09T16:00:05+00:00
- [LLM Search, UI/UX challenges, Context Engineering and the 80/20 of Eval](https://stenobird.com/podcast/mlops-community/llm-search-ui-ux-challenges-context-engineering-and-the-80-20-of-eval) — 2025-09-05T14:01:15+00:00
- [The Era of AI Agents in Marketing // Joel Horwitz // #337](https://stenobird.com/podcast/mlops-community/the-era-of-ai-agents-in-marketing-joel-horwitz-337) — 2025-09-01T15:27:25+00:00
- [Distilling 200+ Hours of NeurIPS: What’s Next for AI // Nikolaos Vasiloglou // #336](https://stenobird.com/podcast/mlops-community/distilling-200-hours-of-neurips-what-s-next-for-ai-nikolaos-vasiloglou-336) — 2025-08-27T17:38:39+00:00
- [Building Coding Agents: Design Decisions, Prompting Tricks, GUI Anti-patterns](https://stenobird.com/podcast/mlops-community/building-coding-agents-design-decisions-prompting-tricks-gui-anti-patterns) — 2025-08-22T15:00:10+00:00
- [A Candid Conversation with the CEO of Stack Overflow](https://stenobird.com/podcast/mlops-community/a-candid-conversation-with-the-ceo-of-stack-overflow) — 2025-08-21T17:48:50+00:00
- [Knowledge is Eventually Consistent // Devin Stein // #335](https://stenobird.com/podcast/mlops-community/knowledge-is-eventually-consistent-devin-stein-335) — 2025-08-17T14:00:34+00:00
- [LinkedIn Recommender System Predictive ML vs LLMs](https://stenobird.com/podcast/mlops-community/linkedin-recommender-system-predictive-ml-vs-llms) — 2025-08-12T17:00:16+00:00
- [GPU Considerations, Labeling Privacy, Rapid Fine Tuning, and the Role of Private Eval Pipelines to Benchmark New Models](https://stenobird.com/podcast/mlops-community/gpu-considerations-labeling-privacy-rapid-fine-tuning-and-the-role-of-private-eval-pipelines-to-benchmark-new-models) — 2025-08-09T12:30:10+00:00
- [The Hidden Bottlenecks Slowing Down AI Agents](https://stenobird.com/podcast/mlops-community/the-hidden-bottlenecks-slowing-down-ai-agents) — 2025-08-05T19:38:19+00:00
- [9 Commandments for Building AI Agents](https://stenobird.com/podcast/mlops-community/9-commandments-for-building-ai-agents) — 2025-08-01T16:30:05+00:00
- [Enterprise AI Adoption Challenges](https://stenobird.com/podcast/mlops-community/enterprise-ai-adoption-challenges) — 2025-07-29T16:00:24+00:00
- [Real-time Feature Generation at Lyft // Rakesh Kumar // #334](https://stenobird.com/podcast/mlops-community/real-time-feature-generation-at-lyft-rakesh-kumar-334) — 2025-07-25T18:58:27+00:00
- [AI Agent Development Tradeoffs You NEED to Know](https://stenobird.com/podcast/mlops-community/ai-agent-development-tradeoffs-you-need-to-know) — 2025-07-22T14:01:18+00:00
- [From the Legal Trenches to Tech // Nick Coleman // #332](https://stenobird.com/podcast/mlops-community/from-the-legal-trenches-to-tech-nick-coleman-332) — 2025-07-15T16:22:17+00:00
- [The Rise of Sovereign AI and Global AI Innovation in a World of US Protectionism // Frank Meehan // MLOps Podcast #331](https://stenobird.com/podcast/mlops-community/the-rise-of-sovereign-ai-and-global-ai-innovation-in-a-world-of-us-protectionism-frank-meehan-mlops-podcast-331) — 2025-07-11T16:10:17+00:00
- [A New Way of Building with AI](https://stenobird.com/podcast/mlops-community/a-new-way-of-building-with-ai) — 2025-07-09T16:17:54+00:00
- [Inside Uber’s AI Revolution - Everything about how they use AI/ML](https://stenobird.com/podcast/mlops-community/inside-uber-s-ai-revolution-everything-about-how-they-use-ai-ml) — 2025-07-04T16:42:26+00:00
- [The Missing Data Stack for Physical AI](https://stenobird.com/podcast/mlops-community/the-missing-data-stack-for-physical-ai) — 2025-07-01T16:11:32+00:00
- [AI Reliability, Spark, Observability, SLAs and Starting an AI Infra Company](https://stenobird.com/podcast/mlops-community/ai-reliability-spark-observability-slas-and-starting-an-ai-infra-company) — 2025-06-27T13:29:53+00:00
- [Greg Kamradt: Benchmarking Intelligence | ARC Prize](https://stenobird.com/podcast/mlops-community/greg-kamradt-benchmarking-intelligence-arc-prize) — 2025-06-24T11:21:14+00:00
- [Bridging the Gap Between AI and Business Data // Deepti Srivastava // #325](https://stenobird.com/podcast/mlops-community/bridging-the-gap-between-ai-and-business-data-deepti-srivastava-325) — 2025-06-20T14:13:16+00:00
- [The Creator of FastAPI’s Next Chapter // Sebastián Ramírez // #324](https://stenobird.com/podcast/mlops-community/the-creator-of-fastapi-s-next-chapter-sebasti-n-ram-rez-324) — 2025-06-17T15:33:57+00:00
- [Everything Hard About Building AI Agents Today](https://stenobird.com/podcast/mlops-community/everything-hard-about-building-ai-agents-today) — 2025-06-13T14:00:46+00:00
- [Tricks to Fine Tuning // Prithviraj Ammanabrolu // #318](https://stenobird.com/podcast/mlops-community/tricks-to-fine-tuning-prithviraj-ammanabrolu-318) — 2025-06-11T09:40:47+00:00
- [Packaging MLOps Tech Neatly for Engineers and Non-engineers // Jukka Remes // #322](https://stenobird.com/podcast/mlops-community/packaging-mlops-tech-neatly-for-engineers-and-non-engineers-jukka-remes-322) — 2025-06-10T16:04:56+00:00
- [Hard Learned Lessons from Over a Decade in AI](https://stenobird.com/podcast/mlops-community/hard-learned-lessons-from-over-a-decade-in-ai) — 2025-06-06T14:53:12+00:00
- [Product Metrics are LLM Evals // Raza Habib CEO of Humanloop // #320](https://stenobird.com/podcast/mlops-community/product-metrics-are-llm-evals-raza-habib-ceo-of-humanloop-320) — 2025-06-03T11:38:53+00:00
- [Getting AI Apps Past the Demo // Vaibhav Gupta // #319](https://stenobird.com/podcast/mlops-community/getting-ai-apps-past-the-demo-vaibhav-gupta-319) — 2025-05-30T16:59:09+00:00
- [Building Out GPU Clouds // Mohan Atreya // #317](https://stenobird.com/podcast/mlops-community/building-out-gpu-clouds-mohan-atreya-317) — 2025-05-23T23:16:45+00:00
- [A Candid Conversation Around MCP and A2A // Rahul Parundekar and Sam Partee // #316 SF Live](https://stenobird.com/podcast/mlops-community/a-candid-conversation-around-mcp-and-a2a-rahul-parundekar-and-sam-partee-316-sf-live) — 2025-05-21T13:10:15+00:00
- [AI in M&A: Building, Buying, and the Future of Dealmaking // Kison Patel // #315](https://stenobird.com/podcast/mlops-community/ai-in-m-a-building-buying-and-the-future-of-dealmaking-kison-patel-315) — 2025-05-16T16:04:14+00:00
- [AI, Marketing, and Human Decision Making // Fausto Albers // #313](https://stenobird.com/podcast/mlops-community/ai-marketing-and-human-decision-making-fausto-albers-313) — 2025-05-14T09:52:57+00:00
- [MLOps with Databricks // Maria Vechtomova // #314](https://stenobird.com/podcast/mlops-community/mlops-with-databricks-maria-vechtomova-314) — 2025-05-13T16:05:53+00:00
- [Making AI Reliable is the Greatest Challenge of the 2020s // Alon Bochman // #312](https://stenobird.com/podcast/mlops-community/making-ai-reliable-is-the-greatest-challenge-of-the-2020s-alon-bochman-312) — 2025-05-06T11:51:23+00:00
- [Behavior Modeling, Secondary AI Effects, Bias Reduction & Synthetic Data // Devansh Devansh // #311](https://stenobird.com/podcast/mlops-community/behavior-modeling-secondary-ai-effects-bias-reduction-synthetic-data-devansh-devansh-311) — 2025-05-02T15:15:47+00:00
- [GraphBI: Expanding Analytics to All Data Through the Combination of GenAI, Graph, & Visual Analytics // Paco Nathan & Weidong Yang // #310](https://stenobird.com/podcast/mlops-community/graphbi-expanding-analytics-to-all-data-through-the-combination-of-genai-graph-visual-analytics-paco-nathan-weidong-yang-310) — 2025-04-29T14:41:27+00:00
- [AI Data Engineers - Data Engineering After AI // Vikram Chennai // #309](https://stenobird.com/podcast/mlops-community/ai-data-engineers-data-engineering-after-ai-vikram-chennai-309) — 2025-04-25T17:28:38+00:00
- [I Am Once Again Asking "What is MLOps?" // Oleksandr Stasyk // #308](https://stenobird.com/podcast/mlops-community/i-am-once-again-asking-what-is-mlops-oleksandr-stasyk-308) — 2025-04-22T17:09:23+00:00
- [How Sama is Improving ML Models to Make AVs Safer // Duncan Curtis // #307](https://stenobird.com/podcast/mlops-community/how-sama-is-improving-ml-models-to-make-avs-safer-duncan-curtis-307) — 2025-04-18T16:06:00+00:00
- [Agents of Innovation: AI-Powered Product Ideation with Synthetic Consumer Testing // Luca Fiaschi // #306](https://stenobird.com/podcast/mlops-community/agents-of-innovation-ai-powered-product-ideation-with-synthetic-consumer-testing-luca-fiaschi-306) — 2025-04-15T12:46:30+00:00
- [Real-Time Forecasting Faceoff: Time Series vs. DNNs // Josh Xi // #305](https://stenobird.com/podcast/mlops-community/real-time-forecasting-faceoff-time-series-vs-dnns-josh-xi-305) — 2025-04-11T17:56:29+00:00
- [We're All Finetuning Incorrectly // Tanmay Chopra // #304](https://stenobird.com/podcast/mlops-community/we-re-all-finetuning-incorrectly-tanmay-chopra-304) — 2025-04-08T13:19:29+00:00
- [From Shiny to Strategic: The Maturation of AI Across Industries // David Cox // #303](https://stenobird.com/podcast/mlops-community/from-shiny-to-strategic-the-maturation-of-ai-across-industries-david-cox-303) — 2025-04-07T03:31:59+00:00
- [Streaming Ecosystem Complexities and Cost Management // Rohit Agrawal // #302](https://stenobird.com/podcast/mlops-community/streaming-ecosystem-complexities-and-cost-management-rohit-agrawal-302) — 2025-04-04T18:42:55+00:00
- [Fraud Detection in the AI Era // Rafael Sandroni // #301](https://stenobird.com/podcast/mlops-community/fraud-detection-in-the-ai-era-rafael-sandroni-301) — 2025-04-01T18:17:30+00:00
- [Beyond the Matrix: AI and the Future of Human Creativity](https://stenobird.com/podcast/mlops-community/beyond-the-matrix-ai-and-the-future-of-human-creativity) — 2025-03-30T14:49:21+00:00

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