{"podcast":{"title":"Practical AI","slug":"practical-ai","podcast_index_feed_id":444526,"rss_url":"https://feeds.transistor.fm/practical-ai-machine-learning-data-science-llm","website_url":"https://practicalai.fm","image_url":"https://img.transistorcdn.com/WMlp2ug34XB6LDJ3-vnzti_-_y144LUlFW0Xzzn3fss/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8wMTZi/ZWJmNWIwNDdmYTcw/NGJjMTExZjNjZmYy/M2ZjNS5wbmc.jpg","author":"Practical AI LLC","episode_count":357,"summary":"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!","last_synced_at":null,"page_url":"https://stenobird.com/podcast/practical-ai"},"episode":{"title":"Orchestrating agents, APIs, and MCP servers","slug":"orchestrating-agents-apis-and-mcp-servers","published_at":"2025-04-14T12:53:31+00:00","page_url":"https://stenobird.com/podcast/practical-ai/orchestrating-agents-apis-and-mcp-servers","show_page_url":"https://stenobird.com/podcast/practical-ai","url":"https://share.transistor.fm/s/657d28be","audio_url":"https://pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/media.transistor.fm/657d28be/0b5d4eee.mp3","summary":"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. Featuring: Pavel Veller – LinkedIn , X Daniel Whitenack – Website , GitHub , X Links: EPAM DIAL SWE-bench results","meta_description":"In this episode, Daniel sits down with Pavel Veller, EPAM’s Chief Technologist, to explore the practical challenges of orchestrating many AI agents and ma…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2572,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/practical-ai/episodes/orchestrating-agents-apis-and-mcp-servers/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/practical-ai/orchestrating-agents-apis-and-mcp-servers.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}