Running OpenClaw locally with Jetson Nano and gaming laptop using Ollama
A developer documented their solution for running OpenClaw locally to avoid cloud API costs and reliability issues. They encountered problems with cloud LLM services including Gemini and Clawd banning pro plan usage, Claude server downtime, and accumulating $200 per week in OpenAI API charges.
Hardware setup
The system uses two devices:
- Jetson Nano running OpenClaw
- 2022 MSI gaming laptop running Qwen 3.5 9B via Ollama
Implementation details
The gaming laptop wasn't designed for 24/7 operation, so they configured wake-on-LAN functionality to power it on only when needed. They used LM Studio to help select and test the appropriate model before settling on Qwen 3.5 9B.
The system implements hybrid routing: most tasks use the local LLM, but more complex tasks are automatically routed to OpenAI's API. This approach maintains functionality while significantly reducing costs.
Results
The setup now runs 24/7 and has saved substantial money compared to cloud-only solutions. The developer noted the configuration process was time-consuming and created a step-by-step video documenting the entire procedure.
📖 Read the full source: r/openclaw
👀 See Also
Using SkyClaw with Google Sheets for Job Application Workflow
A Reddit user shares their workflow using OpenClaw's SkyClaw agent to automate job search tasks. They set up a Google Sheet where the agent adds job listings based on their CV, with daily updates and notifications.
Unlocking Efficiency: Evenrealities Order Tracker Enhances OpenClaw's Capabilities
Discover how Evenrealities Order Tracker optimizes OpenClaw users' experience, further bridging AI automation and streamlined management.
OpenClaw Agent Implements Contextual Reminders with Relationship Nudges
An OpenClaw user built a personal agent system with contextual reminders that trigger based on calendar load, current tasks, and time of day rather than fixed schedules. The system includes an escalation ladder for reminders and uses memory tracking to suggest contacting people based on relationship history.
Reddit user shares spec-driven approach to reduce Claude Code hallucinations
A developer on r/ClaudeAI describes using a structured specification method to significantly reduce hallucinations with Claude Code. The approach involves creating REQUIREMENTS.md, IMPLEMENTATION_PLAN.md, and CLAUDE.md files to maintain context through multiple compactions.