I build things and write about the hard parts.
Read the blogSoftware engineer with 20+ years shipping web applications — from early-stage products to enterprise systems. I care about performance, reliability, and code that holds up under pressure.
This site is where I document what I build, what I learn, and what actually works in production. No fluff, just the real stuff.
I've been experimenting with multi-agent AI systems to automate parts of the software development workflow — not just "AI writes code," but a proper pipeline where specialized agents handle planning, coding, reviewing, and testing like a real dev team would. After trying a few frameworks, I settled on **CrewAI** as the fastest way to get a working software development pipeline up and running. Here's exactly how to set it up.
Learn how to set up Clawdbot, an open-source gateway that turns WhatsApp, Telegram, or Discord into your personal AI assistant. Complete setup guide with practical workflows.
A critical React/Next.js RCE put servers at risk. This post explains what was affected, how to patch safely, and how to harden FreeBSD servers with jails, pkg audit, periodic security checks, and faster upgrade playbooks. Guidance on secret rotation and incident response.
Upgrade from FreeBSD 14.x to 15.0-RELEASE with confidence. This guide walks you through preparation, upgrade methods, pkgbase considerations, and essential post-upgrade checks to ensure a smooth and reliable transition to FreeBSD’s newest release.
FreeBSD 15.0 has arrived, bringing major updates including pkgbase, reproducible builds, enhanced security, and improved hardware support. Discover what’s new in this milestone release and what it means for users, developers, and modern deployments.
MagicMirror module for displaying live data from Google Nest thermostats.
Pong Wars implementation in Rust and WebAssembly.
I'm always open to interesting conversations about software engineering, open source, and building reliable systems.