Vinith Raj

Engineering reliable systems that help people do meaningful work.

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Designing a Minimal Agentic Orchestrator

December 25, 2025 / Leave a Comment

The Orchestrator: Owning the Loop In the previous article, we established a simple but often misunderstood idea: an agent is not an autonomous entity. An agent is a loop. It observes input, reasons about the current situation, proposes a next step, executes that step through predefined mechanisms, observes the result, and then either continues or … [Read more…]

Posted in: Agentic AI, Series Tagged: agentic ai, agentic systems, ai control loops, ai infrastructure, ai orchestration, ai safety architecture, backend engineering, deterministic execution, distributed systems, llm architecture, llm orchestration, local llm, ollama, on-prem ai, orchestrator design, reasoning vs execution, software architecture, system design, tool-based ai