I Built an Open-Source Orchestrator for AI Coding Agents

Описание и применение

SwarmForge – это открытая платформа оркестрации автономных AI‑кодеров, позволяющая управлять несколькими агентами в изолированных виртуальных машинах, распределять задачи, отслеживать выполнение и собирать результаты.

Задача

Managing multiple autonomous AI coding agents across machines is difficult: coordinating tasks, handling failures, preventing runaway token usage, and avoiding interference between agents.

Результат

SwarmForge enables coordinated, isolated, and observable execution of multiple AI coding agents across distributed environments, reducing manual management and preventing resource waste.

Рабочий процесс

• Define a development objective and submit it to SwarmForge’s coordinator via MCP.
• Coordinator distributes tasks to workers, each running in a separate Freestyle VM with its own workspace and OpenCode session.
• Workers execute coding tasks, report progress and results back to the coordinator.
• Coordinator tracks worker status, handles failures, cleans up idle VMs, and aggregates artifacts.
• Developer retrieves completed artifacts and code through the CLI dashboard.
• Optional: scale workers across local or remote compute resources.
• Repeat as needed for iterative development cycles.

Доказательства

Running multiple agents is easy. Managing them is a nightmare.

Источник

SwarmForge is an open-source orchestration platform that coordinates autonomous coding agents across distributed execution environments.

Источник

The coordinator runs on your Linux machine. Each worker gets a separate VM, workspace, and OpenCode session.

Источник