Connecting an agent to real accounts
Composio supplies an integration layer between AI agents and external applications. Its developer platform handles tool discovery, authentication and execution, with framework integrations and hosted sessions exposed through MCP. The practical problem is turning a model's choice of action into a permitted operation on a user's connected account. [1]
This is a different responsibility from generating an answer: the application must know which account a tool can act on and which capabilities to expose. Composio packages those connection mechanics for developers. Its documentation describes the supported interfaces; it does not establish that every agent using them chooses appropriate actions. [1]
Coordinating coding agents
Agent Orchestrator was open-sourced on February 20, 2026, according to creator Prateek Karnal's announcement. Composio published its own account five days later. The software coordinated coding-agent sessions with separate workspaces, tracked pull requests and forwarded CI failures and review feedback back into those sessions. [2][3]
Its plugin architecture separated the agent, execution runtime, workspace, tracker and notification interfaces, allowing different combinations of tools. That release addressed coordination around agents working on code, alongside Composio's application-connection business. The authors' account of agents building the system is a reported development process, not an independent measure of autonomous software engineering. [2][3]
Sources
- Build agents with Composio.
Composio · retrieved Oct 23, 2026
- Open-Sourcing Agent Orchestrator: Effectively Manage 30 Parallel Agents
Prateek Karnal · Feb 20, 2026
- The Self-Improving AI System That Built Itself
Composio · Feb 25, 2026