Why Fleet Has General Purpose Chat and Specialized Agents
Fleet offers two agent types: General Purpose Chat, which handles ad hoc tasks like document summarization or response drafting, and Specialized Agents, designed for recurring, scheduled, or event-driven work with durable setup and persistent memory. General Purpose Chat provides temporary, context-based assistance, while Specialized Agents enable stable, repeatable tasks with configurable triggers and schedules. Fleet supports teams in transitioning from ad hoc to delegated, consistent work, improving efficiency and task management.
More from Langchain
Why managed agents are the next big thing in agent building
Managed Deep Agents gives developers a managed way to build, run, and deploy Deep Agents with built-in runtime, streaming, sandboxes, evals, memory, and auth.
langchain.com··Mads Kristian Nylund·AI InfrastructureAI-agents
LangSmith BYOC on AWS is generally available
LangSmith Bring Your Own Cloud is now generally available on AWS, giving Enterprise teams managed observability, evaluation, and deployment inside their own VPC.
langchain.com··Mads Kristian Nylund·AI DevelopmentAI InfrastructureAI Platforms
What is an AI agent?
Learn what AI agents are, how they work in an LLM loop, and where workflows fit so you can build reliable, production-ready autonomous systems.
langchain.com··Mads Kristian Nylund·AI DevelopmentAI InfrastructureAI-agents