Cowork – Self-hosted task queue and dashboard for Claude, Codex, and AI agents (github.com)

Cowork has announced a new self-hosted control plane and web dashboard designed for AI task management, providing seamless integration among multiple coding agents such as Claude Code, Hermes, and Gemini. This open-source solution mitigates common issues such as rate limiting during development, allowing users to execute tasks across different agents without losing state or context. The platform supports smart fallback chains that automatically route tasks to available agents, a feature particularly useful when one agent reaches its API limit. This development is significant for the AI/ML community as it streamlines workflows and enhances productivity by reducing downtime and context loss. Key features include a unified dashboard for monitoring system performance, zero-database storage using simple JSON and Markdown formats, and the ability to manage over 285 built-in specialist personas across various domains. Cowork's architecture is designed to empower developers by simplifying the management of complex, multi-agent systems, positioning it as a valuable tool for professionals navigating the increasingly intricate landscape of AI development.