Jared Likes

// PROJECTS

Agent Fleet

active

A small fleet of always-on AI agents with self-healing operations, shared memory, and human escalation.

Docker · Tailscale · MCP · Telegram

A handful of always-on agents running across my machines and a VPS, wired
together so they can actually be left alone.

The interesting parts

  • Shared memory — every agent reads and writes the same
    MuninnDB store, so what one learns the others know.
  • Self-healing — health checks feed a heal-escalation chain; failures that
    can't be fixed automatically page me through a beacon service and Telegram.
  • Private mesh — nodes talk over Tailscale; nothing agent-facing is exposed
    to the public internet.
  • Gateway pattern — a single dockerized gateway fronts agent communication,
    with config, restarts, and deploys handled over SSH and compose.

Why

Partly because it's useful — the fleet handles memory upkeep, monitoring, and
publishing chores. Mostly because running agents as infrastructure — with
uptime, alerting, and operational discipline — teaches you things that toy
demos never will.