{"slug": "ajay-kumar-on-running-mcp-in-production-audio", "title": "Ajay Kumar on running MCP in production [audio]", "summary": "InfoTrack has built a dedicated MCP business unit to serve AI agents as customers, deploying an enterprise MCP gateway with a registry and search-and-invoke pattern. Ajay Kumar explains that human-in-the-loop elicitation becomes critical when agents can spend money, and that hallucination is an agent problem because MCP itself is deterministic.", "body_md": "Agents After Dark\n\n# Ajay Kumar on running MCP in production\n\nWhat happens when your customer is an AI agent, not a person?\n\n## In this episode\n\n- Why InfoTrack built a dedicated MCP business unit instead of a side experiment\n- How an enterprise MCP gateway uses a registry and search-and-invoke pattern\n- Why human-in-the-loop elicitation matters once an agent can spend money\n- Why hallucination is an agent problem, since MCP itself is deterministic\n\n## Full transcript click to expand\n\nTranscript coming soon.", "url": "https://wpnews.pro/news/ajay-kumar-on-running-mcp-in-production-audio", "canonical_source": "https://www.getreadyforagents.com/podcast/ajay-kumar-mcp-in-production-ediy/", "published_at": "2026-07-26 02:21:13+00:00", "updated_at": "2026-07-26 02:52:26.094128+00:00", "lang": "en", "topics": ["ai-agents", "ai-infrastructure", "ai-products"], "entities": ["InfoTrack", "Ajay Kumar", "MCP"], "alternates": {"html": "https://wpnews.pro/news/ajay-kumar-on-running-mcp-in-production-audio", "markdown": "https://wpnews.pro/news/ajay-kumar-on-running-mcp-in-production-audio.md", "text": "https://wpnews.pro/news/ajay-kumar-on-running-mcp-in-production-audio.txt", "jsonld": "https://wpnews.pro/news/ajay-kumar-on-running-mcp-in-production-audio.jsonld"}}