Open-source ai agents are being used to automate various workflows, including complex chemistry and research processes. Several companies, including microsoft and databricks, have released open-source frameworks and tools to support the development and use of ai agents. Additionally, various agent orchestrators are available to facilitate ai coding, although the specific applications and implementations of these agents and tools are diverse and still emerging.