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Building a Runtime Control Plane for Agentic AI: Lessons From Shipping Real Agents in Production

calendar_today July 24, 2026 person Geetha Sreenivasa Rao Repalle domain dzone

If you’ve built agentic AI systems, you know the exact feeling I’m talking about. The agent looks impressive in demos — it reasons step by step, selects tools intelligently, and completes complex multi-step tasks. But the moment you move it to staging or production, unexpected things start happening.

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