Thoughts on development, design, and technology.
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.
Learn how to replace Nginx with Freenginx on FreeBSD in a smooth, step-by-step migration. This guide walks you through installation, config transfer, testing, and optimization so you can upgrade your web server with confidence and zero headaches.
Why this setup n8n is a powerful workflow automation server—self-hostable, extensible, and open-source. The official docs cover installation on many systems. (n8n Docs) FreeBSD is less common for n8n but entirely feasib
FreeBSD now builds reproducibly and without root privileges—a major milestone for security, transparency, and developer accessibility. This advancement strengthens supply-chain trust, reduces build variance, and empowers contributors to create reliable FreeBSD releases safely and efficiently.
FreeBSD is now more laptop-friendly than ever. In 2025, it brings improved Wi-Fi, graphics, power management, and smoother desktop support—making it a strong choice for developers and open-source users on modern hardware.
Quick-look highlights * 802.11ac finally lands in the native iwlwifi driver, bringing Wi-Fi 5 speeds to recent Intel chipsets. * Official OCI container images are now pushed to both Docker Hub and GitHub Packages. *