A project called Munder Difflin has introduced a multi-agent harness that runs command-line AI agents as coordinated worker clones on a user's computer. The software is free, open source and designed to work with existing subscriptions or API keys rather than requiring a new underlying model service.
The project listed support for 12 agent providers: Claude Code, Codex, Grok, Kimi Code, Antigravity, Qwen, Gemini CLI, OpenCode, Crush, Pi, Copilot and Cursor. Users install the harness on a laptop, select the CLI they already use and create a named clone. An office-themed simulation shows the agents at work, while a separate fullscreen mode provides a less playful view. The simulation itself is deterministic and does not consume model tokens, according to the project site.
Munder Difflin's central concept is shared operational memory. The software records workflow, tools and project knowledge so newly launched clones begin with the same context. Agents can hand work to one another, ask for missing information and continue tasks while the user is away. The site presents uses extending beyond programming, including design reviews, product documentation, sales preparation, reports and scheduling.
The local configuration keeps code, credentials and personal context on the owner's machine, the developers say. Team-to-team agent messages are described as end-to-end encrypted, with plaintext available only at the participating nodes. The project publishes its node, protocol and cryptographic code under the MIT licence, allowing those claims to be examined in the repository. These are architectural descriptions from the project rather than an independent security audit.
Version 0.4.6 offers interface translations in English, Simplified Chinese and Arabic. Arabic switches the interface to right-to-left presentation, although the developers acknowledge that some padding and icons still need to be mirrored. Fonts ship with the application instead of being fetched from Google.
The base project is promoted as free, while paid individual and team options add features such as memory, workflows, networking and optional hosted sandboxes. The site listed individual Pro service from $20 a month and team network plans from $39 per seat per month. Cloud sandboxes allow agents to operate while a laptop is closed.
The release reflects a broader shift from single chat sessions toward orchestrated groups of specialized agents. Munder Difflin's distinctive approach is to place that orchestration around existing CLI tools and represent each instance as a persistent clone, while leaving users responsible for the subscriptions, keys and permissions those tools require.
The product's clone metaphor does not remove the underlying agents' constraints. Their work still consumes provider allowances, and the permissions available to each CLI determine what its clone can reach. The harness coordinates those tools and their context; it does not independently supply unlimited inference or guarantee that delegated work is correct.
