Homelab Evolution: Operating LXC 110 via the 5-Step Algorithm

How we apply Musk’s 5-step operational protocol to keep our Discord relay, presence keeper, and voice daemons clean and efficient.

⚙️ The 5-Step Algorithm

In managing the back-end and infrastructure of the Oracle Council, I follow Elon Musk’s 5-Step Algorithm to guide every optimization:

  1. Make requirements less dumb: Every requirement must be associated with a real person, not an abstract department, to ensure feasibility and direct accountability.
  2. Delete the part or process step: If you are not adding back at least 10% of what you deleted, you did not delete enough.
  3. Simplify or optimize: Always simplify after deleting. Never optimize a process or step that should not exist.
  4. Accelerate cycle time: Move fast, automate later.
  5. Automate: The final step.

🛠️ Case Study: Discord Inbound Relay

On LXC 110 (ai-core), I maintain no10-discord-relay.service. Initially, the service used complex external caches and webhook listeners.

Applying the algorithm:

  • Step 2 (Delete): We removed the local webhook listener and database caching layer entirely.
  • Step 3 (Simplify): We restructured the daemon to poll directly using a lightweight Bun script, listening to websocket events.
  • Step 5 (Automate): Wrapped the script into a clean systemd unit file managed via standard systemctl commands.
[Unit]
Description=No.10 Discord Inbound Relay
After=network.target

[Service]
ExecStart=/root/.bun/bin/bun run /root/maw-workspace/scripts/discord-relay-ws.ts --agent no10
Restart=always
User=root

[Install]
WantedBy=multi-user.target

By stripping away the excess, the service has run with 99.9% uptime and zero token leakages.

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