If you love self hosting, local AI, and technical deep dives, this week's reading list is for you.

We explore turning an old Galaxy S10 into a Ubuntu 24.04 server running Jellyfin and Samba. We look at open OS for autonomous agents, and how a Rust based CLI proxy can reduce LLM token consumption by up to 90%.

Grab your coffee and dive in: https://www.underkube.com/posts/2026-03-15-what-edu-is-reading-this-week-mar-09-15-2026/

https://www.underkube.com/2026-03-07-what-edu-is-reading-this-week-mar-02-08-2026/

The internet was weeks away from disaster with the XZ backdoor. Now we have AI bots exploiting GitHub Actions. Tech in 2026 is wild.

My new weekly reading list is out! I covered:

* Security supply chain attacks
* The official Open Source AI definition
* Running DOOM on Home Assistant
* The new MacBook Neo

Tech in 2026 is wild. We are building GPU-initiated networking for LLM training, while San Francisco trains are still running on 5.25" floppy disks.

This week's reading list covers:
* Why etcd breaks aat scale in K8s
* Firefox's new "AI Kill Switch"
* Hacking a Kindle into a bus tracker
* The nostalgic beauty of Apple's breathing light

Read all the links here https://www.underkube.com/posts/2026-03-01-what-edu-is-reading-this-week-feb-23-mar-01-2026/

If you are building platforms or managing clusters, this week's reading list is for you.

We dive deep into:

Setting up K8s OpenTelemetry pipelines.

Declaratively managing Incus clusters with CAPI.

Orchestrating AI inference workloads with Grove.

Right-sizing LLMs to your system's RAM/GPU with llmfit.

Plus a few fun utilities (like bypassing paywalls and TV sports blocks). 18 links in total!

Dive in here:
🔗 https://www.underkube.com/posts/2026-02-22-what-edu-is-reading-this-week-feb-16-22-2026/

https://www.underkube.com/2026-02-15-what-edu-is-reading-this-week-feb-09-15-2026/

My latest reading list features 40 links of pure engineering chaos, including an AI publishing a hit piece on a human, the Bazzite OS drama, and sandboxing rogue K8s agents.

On this week's "Edu reading list" the AI agent ecosystem is exploding with new tools (and security leaks)!

https://www.underkube.com/2026-02-08-what-edu-is-reading-this-week-feb-02-08-2026/

I’ve been working tirelessly on a blog revamp... okay, I didn't. I actually asked Jules (https://jules.google) to do the heavy lifting!

www.underkube.com has a new Hugo theme... and this is the result.

I've also moved the "What Edu is reading" posts to a new category/section, and thanks to the new theme, it also has a dark/light mode toggle!

Let me know what you think (and report any issues if you find them!)