Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

Kubernetes often reacts too late when traffic suddenly increases at the edge. A proactive scaling approach that considers response time, spare CPU capacity, and container startup delays can add or ...

Overview Pandas continues to be a core Python skill in 2026, powering data analysis, cleaning, and engineering workflows ...

This desktop app for hosting and running LLMs locally is rough in a few spots, but still useful right out of the box.

Now available in technical preview on GitHub, the GitHub Copilot SDK lets developers embed the same engine that powers GitHub ...

Pull fresh Unsplash wallpapers and rotate them on GNOME automatically with a Python script plus a systemd service and timer.

It's a great NAS with great hardware, but the lack of SSH access is frustrating.

The new year is here, and as we move through the first full week many people are reeling from returning to work, and remembering all the responsibilities they set aside during the holidays. If you've ...

The IRS shut down its direct filing program for 2026, but Free File, Fillable Forms, MilTax, and some private tools remain—if you know where to look. Here’s how to navigate the free options still ...

The Paradox of Purpose The idea that purpose must be grand leads to stress and feelings of inadequacy. The key is to focus on “little” purpose: those tiny moments in which you are most alive. By ...

One of the changes that we've seen in phones over recent years has been more control over the file systems. Having previously hidden away a lot of the local storage structure, Android and iOS now both ...

The Department of Justice will not release all Epstein files on the court-ordered deadline. Several hundred thousand documents are expected to be released Friday, with more to follow next week. The ...