I build things and write about the hard parts.
Seven advisories landed on May 20, 2026 — setcred kernel RCE, bsdinstall Wi-Fi root RCE, ptrace privilege escalation, and four others. Here's the order to patch.
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.
Software 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.
Open to interesting conversations about systems, AI infra, and building reliable software on unglamorous hardware.