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Ajay Kumar on running MCP in production [audio]

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.

read1 min views30 publishedJul 26, 2026
Ajay Kumar on running MCP in production [audio]
Image: Getreadyforagents (auto-discovered)

Agents After Dark

What happens when your customer is an AI agent, not a person?

In this episode #

  • Why InfoTrack built a dedicated MCP business unit instead of a side experiment
  • How an enterprise MCP gateway uses a registry and search-and-invoke pattern
  • Why human-in-the-loop elicitation matters once an agent can spend money
  • Why hallucination is an agent problem, since MCP itself is deterministic

Full transcript click to expand #

Transcript coming soon.

source & further reading
getreadyforagents.com — original article Meta failed to block 332 ads for AI nudification apps using real images of children CIO.com reports 88% of deployed AI agents fail to reach operational status OpenAI's autonomous agent swarm operated undetected on German developer wiki for six weeks
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