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SwarmWright

Self-hosted multi-agent AI orchestration platform for agentic LLM workflows

AI Toolsmulti-agentllmself-hosteddockeragent-orchestrationhuman-in-the-loopaudit-trail
SwarmWright screenshot

About

SwarmWright is a self-hosted, Docker-based platform for designing and running multi-agent AI workflows using a visual canvas and topology-enforced agent graphs. It provides human-in-the-loop approval gates, full audit trails, and granular permission controls so teams can deploy AI agents with confidence and compliance. Agents are defined in plain markdown, orchestrated via a single config, and all data stays locally on the user's machine.

Problem

Most AI agent tools are either too autonomous with no guardrails or require fragile custom-coded pipelines that are hard to maintain and audit.

For

Small teams and compliance-conscious organizations deploying AI agent workflows

How it works

Users spin up a Docker container, design agent graphs on a visual canvas, define agent constitutions in plain markdown, and orchestrate workflows with topology enforcement, approval inboxes, and real-time monitoring.

Business model

free

Status

launched

Founders

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