autonomous AI agents

Self-directing software systems that plan, use tools, and execute multi-step workflows to achieve complex goals without human hand-holding.

Autonomous AI agents represent the shift from passive, prompt-based assistants to active digital workers. Built on top of large language models (LLMs), these systems do not just answer questions: they break down high-level objectives into actionable tasks, select the right tools (like APIs, web scrapers, or databases), and self-correct when they hit roadblocks. Companies like Cognition and CrewAI are proving the model, deploying agents that can write and ship production code, run continuous market research, or orchestrate complex supply chain logistics entirely in the background.

https://www.crewai.com