Blog

Technical writeups, lessons learned, and honest takes

Building a Multi-Agent Fleet with OpenClaw

April 2026

How I set up five specialized AI agents that work together like a small team: one researches, one writes code, one audits quality, one hunts falsehoods, and one orchestrates. Real tasks, real delegation, real quality control. Here's what actually works and what I wish I knew starting out.

Using AI as a Community Manager Without Alienating Your Community

April 2026

I run a community platform and also build AI tools. The temptation to automate everything is real, but communities can smell inauthenticity from miles away. Here's how I use AI for spam detection, content research, and i18n while keeping the human touch that actually matters.

Self-Hosting AI: What You Actually Gain (and What You Don't)

April 2026

Everyone says "self-host your AI for privacy." Few explain what that actually means in practice. I deployed an entire AI agent system on a $6/month VPS. Here's the honest breakdown of what's private, what isn't, what costs money, and what the tradeoffs are.

Running AI Services on I2P: A Practical Guide

April 2026

Why would anyone put an AI consulting service on the darknet? Because some clients care about anonymity, and I2P (not Tor) is better suited for services, not just browsing. Here's how I set up an eepsite and what I learned about serving anonymous clients.