Demystifying AI Agents: Building an Agentic Pipeline From Scratch in Pure Python

This article demystifies AI agents by explaining how to build an agentic pipeline from scratch in pure Python, rather than solely relying on frameworks. It reveals the core mechanics and simple primitives that orchestrate AI agent functionality, often hidden by layers of abstraction.