Holons: Build Your Own AI Company on Personal Devices

Holons is an open-source multi-agent management platform that enables users to create, manage, and coordinate AI agent teams on local devices. Through natural language interaction, users can converse with the 'Lead' agent to design workflows, assign tasks, and monitor execution progress and costs in real-time. Its core concept is derived from 'Holon' (something that is both a whole and a part), transforming multi-agent systems from development frameworks into intuitive management interfaces, lowering the barrier to entry for non-technical users.

In the current multi-agent development field, there are various frameworks (such as CrewAI, AutoGen, LangGraph) and visualization tools (such as Dify, Langflow), but the learning threshold is high for individual users and small teams. The emergence of Holons has brought about a paradigm shift: repositioning multi-agent systems from 'development frameworks' to 'management interfaces', allowing users to intuitively manage AI agents in the same way as operating a small team.

Holons' core features include natural language-driven workflow design: users do not need to program; by describing requirements through dialogue, the Lead agent automatically decomposes tasks, selects agents, generates workflow drafts, and displays estimated costs. In addition, the platform emphasizes the concept of 'named agents'—each agent has a unique name, role, and system prompt, establishing clear responsibility boundaries; it supports intelligent recruitment, allowing dynamic creation of new agents to adapt to needs.

Holons provides multi-modal collaboration: group chat supports parallel/sequential replies, and the 'Let them continue' function allows agents to discuss independently; the project function can set goals, allocate quotas, generate daily status reports, and push them to Slack. For cost monitoring, the dashboard displays real-time status and expenditures; the budget uses a dual-track system for agents and projects, with alerts when consumption reaches 80%, and supports automatic recharge.

Holons supports two deployment modes: the personal mode is a single binary file (SQLite) without complex configuration; the server mode is based on Postgres/pgvector, supporting multi-user and permission management. In terms of the ecosystem, the library function shares skill snippets, tools, and knowledge bases; it supports multiple LLM providers such as Bedrock and Anthropic, and currently covers English and Traditional Chinese.

Holons provides preconfigured example teams to demonstrate its capabilities: the 'Writers' Room' includes roles such as program coordinator and screenwriter, simulating real work processes; the 'Startup Pitch Committee' consists of founder and VC prototypes, collaborating to generate investment pitches. These examples reflect the platform's application potential in creative collaboration and business planning fields.

Holons represents an important step in the evolution of multi-agent systems toward end-user-friendly products, encapsulating underlying complexity while retaining flexibility. For non-technical users and small teams, it is an ideal starting point to explore AI agent collaboration. In the future, more integration options, intelligent coordination mechanisms, and preset templates will be iterated.