What Edu is reading this week (March 9 - 15, 2026)

This week’s collection highlights the rapid advancement of local AI agent infrastructure, critical security advisories for Linux armor, and significant updates across the Kubernetes and FreeBSD ecosystems.

AI, Agents & Tools

• Oh My OpenAgent - An open-source multi-agent orchestration harness designed for autonomous codebase tasks, featuring specialized agents for planning, execution, and verification.
• CanIRun.ai - A practical tool to determine if your machine has the hardware necessary to run specific AI models locally.
• RunanywhereAI/RCLI - A local-first voice AI and RAG tool that allows you to talk to your Mac and query documents without cloud dependencies.
• anthropics/skills - Anthropic’s public repository for defining and sharing specialized agent skills for high-order tasks.
• rtk-ai/rtk - A Rust-based CLI proxy that significantly reduces LLM token consumption by 60-90% for common developer commands.
• cocoindex-io/cocoindex-code - An AST-based embedded code MCP designed to improve speed and reduce token usage for coding agents.
• andrewyng/context-hub - A repository from Andrew Ng’s team focused on context management and orchestration for AI applications.
• zeroclaw-labs/zeroclaw - Fast, small, and fully autonomous AI assistant infrastructure that can be deployed anywhere and swapped as needed.
• Agent Safehouse - A project dedicated to providing a secure and controlled environment for hosting and managing AI agents.
• bcurts/agentchattr - A local chat platform where AI coding agents can coordinate, tag each other, and interact with the user in real-time.
• OpenFang - An ambitious project building a dedicated “Agent Operating System” designed specifically for autonomous software agents.
• llm-checker - An advanced CLI tool that scans your hardware and integrates with Ollama to identify compatible local LLMs.

Cloud, Kubernetes & Infrastructure

• TrueNAS build system going closed source - The answer on reddit from one of the members of the TrueNAS staff.
• Malus: Clean Room as a Service / Discussion - A service aimed at liberating developers from open-source attribution requirements through a legal clean-room approach.
• vieitesss/k8s-d2 - A tool to automatically generate architectural diagrams of your Kubernetes cluster using the D2 diagramming language.
• Scaling Game Servers with Agones - A technical walkthrough of using the Agones framework to run and scale game servers on Kubernetes clusters.
• We Cut Our Kubernetes Pods by 60% and Doubled Traffic Capacity - A detailed look at optimizing Kubernetes workloads to significantly reduce resource footprint.
• turnstonelabs/turnstone - Multi-node AI orchestration platform. Deploy tool-using AI agents across a cluster of servers, driven by message queues or interactive interfaces.
• K8s 1.35: In-Place Pod Resize - Kubernetes v1.35 sees the in-place pod resizing feature graduate to Stable, enabling resource adjustments without restarts.
• TFSwitch - A command-line tool that lets you switch between different versions of Terraform effortlessly for varied project requirements.

Security & Systems

• Qualys Security Advisory: CrackArmor - Multiple vulnerabilities in AppArmor.
• ravindu644/Droidspaces-OSS - An LXC-inspired container runtime for Android that allows running full Linux distributions natively with zero overhead.
• Ghostty 1.3.0 - The latest release of the Ghostty terminal emulator, bringing significant performance improvements and new features.
• FreeBSD 14.4-RELEASE Announcement - The official release notes and feature summary for the FreeBSD 14.4 stable branch.
• 10 Underrated OpenWrt Features - A guide to powerful but often overlooked features in the OpenWrt router firmware for advanced networking.
• The Beauty of WireGuard - An exploration of the technical elegance and simplicity that makes WireGuard a superior modern VPN protocol.
• Optimized Asahi-based Kernel + Arch = ArashiOS - A discussion on ArashiOS, an optimized Arch-based kernel for Apple Silicon.

Development, Web & Tools

• Trimmy - A utility that flattens multi-line shell snippets into a single line for reliable copy-pasting into terminal environments.
• pikmojicon - A Fossil-based project for managing emoji icons and associated metadata in a structured way.
• Pikchr - A documentation-first diagramming language that renders as SVG, specifically designed for inclusion in Markdown files.
• FrameBook - Fitting modern Framework Laptop hardware into the chassis of a classic MacBook (model A1181).

Gaming, Fun & Misc

• I turned my old Galaxy S10 into a self-hosted server - Running Ubuntu 24.04 LTS with Jellyfin, Samba, and Tailscale fully integrated at the system level.
• Steam Deck LUKS Touch Screen - A guide for enabling touch screen support during the LUKS decryption phase on the Steam Deck with CachyOS.
• PicoClaw on RG35XX Pro and R36S - A guide on installing PicoClaw on the RG35XX Pro and its compatibility with the R36S.
• AngstromIO Devboard - An extremely small development board based on the Attiny1616, barely longer than a USB-C connector.