Coral starts from a simple systems premise: if agents are going to work together, they need a way to communicate. The core server gives agents a shared coordination substrate. A running multi-agent...

In a previous article, we argued that multi-agent systems become more durable when they are built around harnessed capabilities instead of role prompts. The practical question is what that looks like...

Multi-agent systems have mostly been introduced through a familiar shape: planner agents, router agents, critic agents, memory agents, executor agents, and domain specialists arranged into some...

Most agent systems still begin with the simple assumption that you give one agent tools, connect it to a corpus of data, and let it retrieve whatever context it needs (aka. RAG). That pattern works...

Memory is usually treated as a feature of the individual agent. The agent learns a user preference, stores a project fact, remembers a prior decision, and retrieves it later when the context is...