https://blog.muralikannan.com/tags/orchestration/ Recent content in Orchestration on Murali Kannan's Blog Hugo -- gohugo.io https://blog.muralikannan.com/designing-autonomous-ai-workers/ Mon, 01 Jan 0001 00:00:00 +0000 https://blog.muralikannan.com/designing-autonomous-ai-workers/ Introduction Building AI systems in 2026 has moved beyond conversational chatbots into increasingly autonomous agentic systems capable of planning, tool orchestration, memory management and long running task execution. However, the term “AI agent” now spans an enormous range of architectures: from simple prompt driven tool callers to sophisticated stateful runtimes. To reason about these systems more precisely this article uses the term AI Worker to describe a production-grade autonomous execution system composed of orchestration, planning, memory, tool execution and stability mechanisms.