SwarmClaw FAQs

Question 1

What is SwarmClaw and what is its main purpose?

Accepted Answer

SwarmClaw is a self-hosted AI runtime designed to build, orchestrate, and run autonomous multi-agent AI systems. It equips agents with memory, skills, schedules, and supports numerous LLM providers for complex workflows.

Question 2

Which LLM providers does SwarmClaw integrate with?

Accepted Answer

SwarmClaw boasts integration with over 23 LLM providers, including popular choices like Claude, OpenAI, OpenRouter, Ollama, Google Gemini, Mistral, and others, alongside support for custom API endpoints.

Question 3

How does SwarmClaw facilitate complex AI workflows and orchestration?

Accepted Answer

SwarmClaw provides robust orchestration through structured sessions, supporting branching, loops, parallel execution, explicit joins, and restart-safe run states. This enables developers to manage intricate multi-agent workflows effectively.

Question 4

What makes SwarmClaw's AI agents autonomous?

Accepted Answer

SwarmClaw agents are autonomous through features like heartbeats, schedules, background job execution, task management, supervisor recovery, and durable memory for reflection, learning, and delegation.

Question 5

Is SwarmClaw designed for self-hosting?

Accepted Answer

Yes, SwarmClaw is fundamentally a self-hosted runtime. It offers flexible deployment options including a desktop app, global CLI install via npm, Docker, and provider-ready deploy files for cloud platforms like Render and Fly.io.

SwarmClaw

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