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Agentic Conversations (formally mlops.community)

Agentic Conversations, formerly named mlops.community, is a weekly technology podcast hosted by Demetrios featuring relaxed conversations and technical deep dives on AI agents. Produced by the Agentic AI Foundation, home to open-source projects like MCP, Agents.md and Goose, it interviews engineers building and shipping agentic systems.

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Agentic Conversations is a weekly technology podcast on Apple Podcasts, hosted by Demetrios and rated 4.6 out of 5 from 24 ratings at the time of writing. Its official title, "Agentic Conversations (formally mlops.community)," reflects a rename from the show's earlier identity as the mlops.community podcast, as it narrowed its focus onto AI agents specifically.

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Episodes are relaxed conversations and technical deep dives with practitioners actually building agentic systems, rather than scripted explainers. A recent episode, filmed at AGNTCon and MCPCon in Tokyo, featured Ola Hungerford, Principal Engineer for AI Enablement at Nordstrom and a maintainer of the Model Context Protocol, discussing how "skills over MCP" turn an MCP server from a pile of tools into a distribution channel that hands an agent instructions, workflows and knowledge only when it needs them. Episodes typically include detailed timestamps so listeners can jump to the parts they care about.

The show is produced by the Agentic AI Foundation (aaif.io), which is also home to leading open-source agentic projects including the Model Context Protocol, Agents.md and Goose. That connection puts Agentic Conversations inside the same community building the standards and tools its guests discuss, rather than covering the space from the outside.

It updates weekly and covers topics such as agent memory and context management, evaluation approaches, cost and ROI, and the practical gap between fast-moving AI development and the slower pace of production operations. Discussions often get into specifics: what belongs in a protocol spec versus an application layer, the security risks of passing custom metadata between agents and tools, and where standardization helps versus where it's premature while the field is still working out what agents are actually for.

It's built for engineers and practitioners working on or adjacent to agentic AI systems, including those coming from an MLOps background who are moving into agent infrastructure and tooling, rather than for a general audience new to AI.

  • CategoryOther AI Tools

  • Weekly episodes featuring practitioner interviews on agentic AI

  • Hosted by Demetrios, drawing on the show's earlier mlops.community audience

  • Produced by the Agentic AI Foundation, home to MCP, Agents.md and Goose

  • Covers agent standards and protocols, including Model Context Protocol extensions

  • Detailed per-episode timestamps and show notes

  • Episodes filmed live at industry events like AGNTCon and MCPCon

  • Discusses real production challenges: context management, memory, evals and cost

  • Rated 4.6 out of 5 on Apple Podcasts

  1. Subscribe: follow Agentic Conversations on Apple Podcasts or your podcast app.

  2. Browse episodes: sort newest to oldest to find recent agentic AI conversations.

  3. Check the timestamps: use per-episode timestamps to jump to the topics you care about.

  4. Follow the Agentic AI Foundation: visit aaif.io for the open-source projects discussed on the show.

  5. Leave a rating: rate or review the show on Apple Podcasts.

  • Learn agent engineering patterns
  • Track MCP and agent standards
  • Stay current on AI agent tooling

Agentic Conversations (formally mlops.community) Reviews

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