Agentic AI Explained

What this post added

This post details the technical architecture and operational mechanics of agentic AI systems, which are a core component of C3 AI's autonomous coding agents. It elaborates on the concepts of agent roles, orchestration layers, structured reasoning patterns (planning, tool integration, feedback-driven refinement, long-term memory), hybrid agents (combining reasoning and tool execution), dynamic planning, multi-agent coordination, and the practical implementation of these concepts within enterprise workflows. The orchestration architecture is described in detail, including its planning, execution, and integration layers, and how it translates user input into coordinated agentic workflows. The post also touches upon the importance of a unified semantic data model for agent communication and the role of feedback mechanisms for self-correction and adaptation.