{"podcast":{"title":"AI Engineering Podcast","slug":"ai-engineering-podcast","podcast_index_feed_id":5875646,"rss_url":"https://serve.podhome.fm/rss/c9abdd38-a5dc-5eb2-96fd-f833f93208a7","website_url":"https://www.aiengineeringpodcast.com","image_url":"https://assets.podhome.fm/f6ff0caa-931b-4c08-bfdd-08dc7f5cd336/638557211890591941ai_engineering_podcast_logo.jpg","author":"Tobias Macey","episode_count":79,"summary":"This show is your guidebook to building scalable and maintainable AI systems. You will learn how to architect AI applications, apply AI to your work, and the considerations involved in building or customizing new models. Everything that you need to know to deliver real impact and value with machine learning and artificial intelligence.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/ai-engineering-podcast"},"episode":{"title":"Building the Internet of Agents: Identity, Observability, and Open Protocols","slug":"building-the-internet-of-agents-identity-observability-and-open-protocols","published_at":"2025-11-10T00:08:16+00:00","page_url":"https://stenobird.com/podcast/ai-engineering-podcast/building-the-internet-of-agents-identity-observability-and-open-protocols","show_page_url":"https://stenobird.com/podcast/ai-engineering-podcast","url":"https://www.aiengineeringpodcast.com/outshift-multi-agent-systems-exploration-episode-68","audio_url":"https://op3.dev/e/dts.podtrac.com/redirect.mp3/serve.podhome.fm/episode/f6ff0caa-931b-4c08-bfdd-08dc7f5cd336/63898315570181451989f42621-8dbb-4a2c-8dc6-bb2db0894b7f.mp3","summary":"Scaling multi-agent systems requires moving beyond rigid workflows toward an interoperable 'Internet of Agents.' This discussion explores the essential infrastructure for identity, observability, and group communication needed for autonomous agent collaboration.","meta_description":"Explore the future of multi-agent systems, covering A2A protocols, MCP, identity, and Cisco's SLIM communication layer for agentic group collaboration.","key_points":["Main idea: Enterprise trust in agents depends on specialized, verifiable roles rather than general-purpose models","Practical takeaway: Implementing Task/Tool/Transaction-based Access Control (TBAC) is critical for managing agent permissions","Failure mode: Relying on 'lift-and-shift' transactional workflows prevents agents from achieving true collaborative reasoning","Technical insight: The SLIM protocol provides a high-performance, gRPC-based layer for group-based agent communication","Infrastructure need: Extending OpenTelemetry to agents is necessary for tracking complex, multi-platform agent traces"],"chapters":[{"start_ms":365000,"title":"The Shift to Symbolic and Generative Reasoning","summary":"Discussing the convergence of deterministic symbolic reasoning with the probabilistic power of LLMs."},{"start_ms":685000,"title":"Building Trust via Agent Specialization","summary":"Why specialized, narrow-scope agents are more viable for enterprise adoption than general-purpose agents."},{"start_ms":1025000,"title":"Moving Beyond Transactional Workflows","summary":"The difference between simple 'lift-and-shift' automation and true agentic collaboration."},{"start_ms":1335000,"title":"A2A vs. MCP: Distinct Protocol Layers","summary":"Understanding the different roles of Agent-to-Agent (A2A) and Model Context Protocol (MCP) in the agent stack."},{"start_ms":1960000,"title":"The Challenge of Cost Predictability","summary":"Addressing the financial uncertainty of executing workloads across heterogeneous, third-party agent entities."},{"start_ms":2260000,"title":"Observability and Identity in Agent Networks","summary":"Applying Cisco's expertise in identity and OpenTelemetry to track and secure multi-agent interactions."},{"start_ms":3430000,"title":"SLIM: High-Performance Group Communication","summary":"An introduction to the SLIM layer for scalable, group-based communication among agent teams."}],"topics":["Multi-Agent Systems","Model Context Protocol","Agent-to-Agent Protocols","OpenTelemetry","Identity and Access Control","Distributed Systems","AI Observability","Network Automation"],"duration_seconds":4034,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/ai-engineering-podcast/episodes/building-the-internet-of-agents-identity-observability-and-open-protocols/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/ai-engineering-podcast/building-the-internet-of-agents-identity-observability-and-open-protocols.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}