What Edu is reading this week (March 16 - 22, 2026)

Posted on Mar 21, 2026

A diverse week featuring deep dives into Btrfs scaling, a flurry of new AI agent control planes, and some critical security updates for CI/CD pipelines.

Cloud, Kubernetes & Infrastructure

AI, Agents & Tools

  • ClawRemove - A specialized CLI tool to audit and clean up the runtime environments of various AI agents like OpenClaw and Cursor.
  • Unsloth Studio - The new interface for fine-tuning LLMs with Unsloth, making model optimization more accessible.
  • zeroboot - Sub-millisecond VM sandboxing for AI agents, leveraging copy-on-write forking for rapid deployment.
  • OpenSquirrel - A native Rust/GPUI control plane designed to run Claude Code, Codex, and Cursor side by side.
  • hiclaw - An open-source collaborative multi-agent OS that focuses on human-in-the-loop task coordination.
  • CoPaw - An easy-to-install personal AI assistant with extensible capabilities supporting multiple chat platforms.
  • NemoClaw - A secure environment for running OpenClaw inside NVIDIA OpenShell with managed inference.
  • tandem-browser - An experimental “symbiotic” browser where humans and AI agents can navigate the web as a single entity.
  • pixel-agents - A charming pixel-art office environment designed specifically for hosting and monitoring AI agents.
  • Forge - Mistral AI’s latest toolset for building and deploying high-performance AI models.
  • ClawLibrary - A 2D pixel-game-style library interface for browsing and monitoring OpenClaw’s activity and assets.
  • A Visual Introduction to Machine Learning - A beautifully animated, high-signal explanation of core machine learning concepts.
  • Niantic & AI Training Controversy: Serious questions raised about Niantic using Pokémon GO player data to train autonomous delivery robots.

Linux & Systems

Development, Web & Tools

  • shipper - Eric S. Raymond’s automated tool for shipping open-source project releases across multiple platforms.
  • Chromebrew - The go-to package manager for ChromeOS users who want more flexibility without using Crouton.
  • Repology - An essential service for tracking and comparing package versions across hundreds of different repositories.
  • sshsrv - A tool that allows you to connect to SSH servers by leveraging DNS SRV records for service discovery.
  • Using the Compose Key - A quick guide on how to efficiently type special characters on Linux using a designated compose key.
  • Face Recognition for Bticino Intercoms - Integrating modern face recognition capabilities into classic home intercom systems.
  • HaleHound-CYD - An offensive security toolkit ported to the ESP32-based “Cheap Yellow Display.”

Gaming, Fun & Misc