How OpenAI’s lightweight, opinionated SDK is redefining multi-agent orchestration for teams that value simplicity and control Introduction: From Swarm Experiment to Production Standard In March 2025, OpenAI released the Agents SDK—an open-source, Python-first framework built to orchestrate agentic workflows seamlessly. It evolved from the experimental Swarm project, which had explored multi-agent patterns in late 2024,…
How Microsoft Research’s conversation-driven framework shaped the agentic AI landscape—and where it stands today Introduction: The Framework That Started a Movement In August 2023, a research paper from Microsoft Research introduced a radical idea: what if AI agents could solve complex problems not through a single model calling tools in sequence, but through structured conversation—agents talking…
Introduction Artificial Intelligence is rapidly evolving from systems that simply generate content to systems capable of planning, reasoning, and taking action. This next stage, known as Agentic AI, enables AI applications to pursue goals, interact with external tools, and execute multi-step workflows with minimal human intervention. Unlike traditional AI models that respond to individual prompts,…