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Agentic Conversations (formally mlops.community)

by Demetrios
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Latest episodes

  • Bridging the Gap Between AI Builders and Domain Experts

    October 12, 2026 · 23 min

    Everyone is racing to build one agent that can do everything. Justin Schroeder, co-founder of Standard Agents, thinks the future looks more like thousands of tiny ones. Ahead of his talk on domain-specific agents at AGNTCon + MCPCon North…

  • Inside a Game Where AI Agents Never Sleep

    October 8, 2026 · 1 hr 1 min

    What happens to an MMORPG when half the players never log off? Issac Lee, who runs AI and blockchain experiments at NEXUS, has been testing that idea. His team is filling game worlds with agent players instead of scripted NPCs, so a new…

  • How a Logistics Giant Keeps AI Data Locked Down

    October 5, 2026 · 21 min

    Picture a startup with ten engineers hammering away on AI and one person lying awake over a $20,000 bill that hasn't arrived yet. That's the scenario we put to Jason Ward, who handles FinOps for AI at C.H. Robinson and recently joined the…

  • The Caveman Prompting Challenge

    October 1, 2026 · 44 min

    Caveman prompting has one rule: why use many words when few do the trick? It saves tokens on the way in and on the way out. Push it too far, though, and the output falls apart. So how far is too far? Nobody has benchmarked it yet, and that…

  • AWS Has 16,000 APIs. Can MCP Handle It?

    September 28, 2026 · 42 min

    What happens after you’ve built your first MCP server and actually have to make it work in the real world? In this episode, James Ward dives into the more advanced side of MCP: observability, evals, tool design, code mode, authentication…

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  • Skills over MCP on the streets of Tokyo

    September 24, 2026 · 33 min

    Tool descriptions tell an agent what a tool does. They don't tell it how to use five tools together, in the right order, following your conventions. That gap is where this conversation lives. Filmed at AGNTCon + MCPCon in Tokyo with Ola…

  • Walking Tokyo Talking Agent Protocols

    September 18, 2026 · 29 min

    Two people, a wrong turn into a back alley, a community garden, and about thirty minutes of arguing about protocols on the streets of Tokyo. The guest is Angie Jones, VP of Developer Experience at the Agentic AI Foundation, fresh off…

  • Why Cost Per Million Tokens Is A Useless KPI?

    September 14, 2026 · 39 min

    A year ago, Palo Alto Networks built dashboards to track AI spend. Today those dashboards are useless, and the team that built them thinks that's the whole story. Recorded at FinOps X in San Diego, this conversation brings together Abhinav…

  • The Five-Layer Cake Approach to Scaling AI Without Wasting Money

    September 4, 2026 · 39 min

    In this episode of Agentic Conversations, we sit down with Ambud Sharma, Principal Engineer at Pinterest, responsible for general technology efficiency, fresh off delivering a controversial keynote on AI infrastructure optimization at…

  • The Winchester Mystery House Problem in AI Development

    August 24, 2026 · 60 min

    AI models are starting to act like appliances, locked into one narrow way of working, instead of the flexible infrastructure they used to be. Drew Breunig, an AI and data strategist working with the Overture Maps Foundation, joins us to…

  • How Predictive Analytics Stops Budget Overruns Before They Happen?

    August 20, 2026 · 29 min

    Every engineer at Wayfair can now see, in real time, exactly what their code costs, and that's on purpose. Brent Eubanks, FinOps Architect at Wayfair, walks us through what happens when you stop treating AI spend as a finance problem and…

  • How To Delegate To An Agent Like You Would An Employee?

    August 17, 2026 · 55 min

    OpenAI's Codex developer experience lead sits down with a former comedian turned ML engineering lead for a conversation about what happens when computer use agents stop being a novelty and start actually running your day. The conversation…

Full episode archive on Apple Podcasts →

About the show

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