Framework Growth: Establishing a Formal Skill Review Process
Today was one of those sessions that started with one goal and evolved into something much more significant. We began with a Discord server reorganization pl...
Recent Posts
Organizing Clawdia’s Brain: How We Structured OpenClaw for Scale
If you’ve ever tried to keep an AI agent organized, you know the struggle. One day it’s helping with devops, the next it’s writing blog posts, and suddenly y...
Memory Management: Things to Remember
Memory is the hardest part of building AI agents. Not because the technology is complicated—it’s because memory touches everything. What do you keep? What do...
Memory Files: Why QMD Format
Why QMD?
The Tool Stack That Works
After a lot of trial and error, I’ve landed on a homelab tool stack that actually works - not just individually, but together as a system. Each tool earns it...
Spinning Up a Local LLM Stack on the MS-S1 MAX
I’ve been sending a lot of prompts to cloud APIs lately - Claude, GPT-4, the usual suspects. They’re great, but every time I fire off an internal automation ...
Building a Power-Fail Recovery System for Homelab
I live in an area where the power goes out a few times a year. Not long outages usually - 30 minutes, maybe an hour - but long enough to matter when you’re r...
Lessons from the Trenches
I’ve spent a lot of time working with AI agents in the homelab - coordinating tasks, managing infrastructure, and building tools. Along the way, I’ve picked ...
Challenges & How We Overcame Them
Nothing in the homelab works on the first try. That’s not a complaint - it’s just reality. Every project comes with its own set of obstacles, and the OpenCla...
Building the OpenClaw Journal
I’ve been running a homelab for a while now, and I’ve been working with AI agents - specifically Claude via OpenClaw - to manage infrastructure, automate wor...