We deploy and fine-tune agents almost every day for our experiments and internal use cases. Pursuing this goal, a new, comprehensive solution has evolved in our hands; a product that supports the full agent development lifecycle where the agent core becomes a plugin in a standard ecosystem of AI tools.
Our original Hub approach for supporting agents
The original idea of the Agents Hub was to provide a standard set of appliances and tools for our agents:
- a standard chat UI
- standardized configuration schemas
- authentication and authorization
- central chat history
- infrastructure for use cases like RAG, web search, and more
- shared proprietary tools
- model switching
- custom agent UI
- built-in evals
- a platform where conversational agents and research agents can be run and evaluated using the same tools
- observability and traces
We started from our agents and built the capabilities around our existing solutions.
The streamlined way to bring any agent to life
The Hub worked great, yet we found ourselves adding more and more new agents. We understood that we have to flip the way we look at the Agents Hub.
We decoupled our agents from the hub and made the supporting capabilities the primary concern. Agents now live in dedicated repositories.
This way we created a core product: an agent shell that can receive any agent as a plugin and supply the standard capabilities listed above.
How the hub accelerates agent deployment
We can accomodate LangGraph agents at the time of writing. All you have to do is create a configuration file to be eligible for injection.
The hub can discover and inject the graph automatically. This way the LangGraph agent automatically gets the chat UI, persistence, authentication and all other components. The loop is closed with evaluations and observability.
This way we interact with any agentic use case and measure its performance right when the graph is complete, and deploy.
The product roadmap includes a RESTful API, with chat endpoints and auto-detection of domain interfaces from the plugin.
Release plan and availability
The hub is in rapid development, moving to early access in 2026. We plan to support new product/venture ideas in early access with a self-hosted version of the hub.