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How to Run OpenClaw Locally on Your Own Hardware With No Cloud Dependency

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A technical guide published on DEV Community outlines how to deploy OpenClaw, an AI agent tool, entirely on personal hardware without relying on cloud infrastructure. The author argues that the standard setup — running OpenClaw on a rented VPS with third-party API keys — undermines privacy since users have no control over storage, network access, or audit logs. As an alternative, the guide recommends a local-first configuration using a mini PC or repurposed laptop with at least 16GB of RAM, running open-weight AI models via tools like Ollama or llama.cpp that require no accounts or telemetry. A strict outbound firewall policy is emphasized as the key step that distinguishes genuinely private self-hosting from cloud-dependent setups. The approach is aimed at users whose security concerns extend to their own cloud providers, and who want an AI agent that continues functioning even during network outages.

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