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How I Turned a Mac mini Into a Private Development Cloud

One always-on hub for laptops, Linux workstations, Linux laptops, AI agents, remote development, and private web apps over Tailscale.

This is a reference architecture for turning a Mac mini into the always-on center of a private development cloud. The mini hosts primary code, AI agents, development servers, tests, and long-running terminal sessions. Other machines can join as peripheral compute nodes. In this design, a Linux workstation contributes an NVIDIA GPU-backed local LLM stack, and a Linux laptop contributes a second native-Linux execution

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Mr. Krabs: OpenClaw Production Setup Guide

This guide documents a fully operational OpenClaw deployment. It covers every component of the system in enough detail that you can replicate it from scratch. The system runs on two hosts: a Hetzner VPS (Linux) as the gateway, and a Mac Mini M1 on a residential network as the node. Everything between them communicates through an SSH tunnel.

This is not a starter template. It is a real system handling daily briefings, calendar sync, smart home control, autonomous competitive intelligence pipelines, and multi-step research workflows.

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#!/bin/bash

# Find all Java files in the current directory and its subdirectories
find . -name '*.java' -type f | while read file; do
    # Format the Java file using google-java-format
    google-java-format -i "$file"
done

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import logging
import boto3
import json
import decimal
from botocore.exceptions import ClientError

logger = logging.getLogger()

# Format outputs
class DecimalEncoder(json.JSONEncoder):