Episode from the podcastPractical AI

Orchestrating agents, APIs, and MCP servers

Released Monday, 14th April 2025

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Orchestrating agents, APIs, and MCP servers

Orchestrating agents, APIs, and MCP servers

Monday, 14th April 2025

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In this episode, Daniel sits down with Pavel Veller, EPAM’s Chief Technologist, to explore the practical challenges of orchestrating many AI agents and managing connections to disparate systems/tools. Pavel shares insights from his hands-on work with agentic architectures and internal tools like "DIAL". Pavel also helps us understand things like MCP servers and why connecting assistants via APIs is easy—but making them useful is hard.

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Pavel Veller – LinkedIn, X
Daniel Whitenack – Website, GitHub, X

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Practical AI

Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more).The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!

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