The paradigm of consumer computing has revolved around the concept of a personal device — from PCs to smartphones and tablets. Now, generative AI — particularly OpenClaw — has introduced a new category: agent computers. These devices, like the NVIDIA DGX Spark desktop AI supercomputer or dedicated N...

The features on social media apps like Snapchat evolve nearly as fast as what’s trending. To keep pace, its parent company Snap has adopted open data processing libraries from NVIDIA on Google Cloud services to boost development.  Every new feature rolled out to Snapchat’s more than 940 million mont...

AI Machine LearningArtificial intelligence and machine learning are often used interchangeably...

A few months into a recent project, my software development team hit a bug that took much longer to diagnose than it should have. We were generating PDFs server-side — filling in form fields with data from our system, saving the document, and returning it to the user. In Adobe Acrobat, the fields lo...

A Unified Namespace structures your factory data. PostgreSQL with TimescaleDB makes it queryable—and AI-agent-ready—without cross-system stitching or middleware.

In this quiz, you’ll test your understanding of Linked Lists in Python. By working through this quiz, you’ll revisit what linked lists are, when to use collections.deque, how to implement your own linked lists, and the other linked list types and use cases. [ Improve Your Python With 🐍 Python Tricks...

Mateusz Starański explains why messaging underpins modern platforms and what happens when it starts to fail. The post Messaging as Infrastructure, Not Just a Feature appeared first on Erlang Solutions.

Can't wait until my upcoming TestGuild talk! It is Monday April 6th, 2026 at 1:00 pm. First time I have given a talk since 2018. Oh, I am slightly nervous. :) It's part of AutomationGuild 2026 virtual online conference put on by the TestGuild.com that wrapped up a few weeks ago. Go to https://testgu...

I have a new project where we will be integrating with a third party API that is currently being written. Due to Conway's Law, we are being sent new versions of the OpenAPI spec as a set of JSON files via email. I quite like seeing the HTML rendering of an OpenAPI spec when reading it and understand...

We used DSPy to turn prompt engineering for our relevance judge into a measurable, automated optimization loop, improving task performance, cost, and how reliably it works in production.

Conversations with AI are ephemeral, decisions made early lose attention as the conversation continues, and disappear entirely with a new session. Rahul Garg explains how Context Anchoring externalizes the decision context into a living document. more…

Border0 has been building a "PAM starter pack" on top of Tailscale that provides tight access controls, good visibility, and an audit trail you can trust. Now they're officially part of Tailscale.

I was working with a readonly model in Rails the other day and ran into an issue whilst testing it. Here's what I ran into and the solution I came up with. Readonly models are a great way to signal that, well, you should only ever read them, not write them. Maybe you have some external system that c...

If you build distributed applications, you’re likely already familiar with microservices. While the definition varies across the tech industry, I prefer the one from Sam Newman’s book Building Microservices. In it, he concisely describes microservices as “small, autonomous services that work togethe...

Capybara James sends us some code which is totally designed to be modular. This particular software accepts many kinds of requests which it then converts into a request for a ListView. This is a perfect example of where to use polymorphism, so you can write one transform method that operates on any ...

A practical, complete guide to journalctl for reading, filtering, and managing systemd journal logs on Linux. Covers time filters, boot sessions, service logs, priority levels, output formats, and journal size management.Continue reading...

Here's how to set the battery charge threshold on a Linux system.WhyBy default, your battery will charge to 100%. But there is something about battery chemistry that makes that hard on batteries. To increase long-term battery health, limit battery charge to a maximum of 80%.Check batteryTo check bat...

Authors: Irina Nazarova, CEO, and Travis Turner, Tech EditorTopics: Open Source, Real-time, DX, WebSocket, JavaScriptNothing could make me switch from Keynote to web-based slides. Then, I did! And as a WebSocket geek, I realized it opens up new opportunities! Here's my contribution to making your we...

Have you noticed AI recently? Yeah, us too. Generative AI is wreaking havoc on the software status quo, and that includes licensing, and that generates … opinio...

Our hosts come together to wrap up season 2 and share some of their highlights along the way.

Learn how to secure AI agents using Auth0's Token Vault and CIBA. Stop manual token management and implement secure asynchronous authorization.

No one sets out to write a slow test, and yet it happens. A test matcher that burns through a full Capybara timeout. An innocent-looking factory that cascades into dozens of records. One test at a time, your suite gets slower. By the time you notice, CI takes hours and nobody wants to touch it. Havi...

MCP servers contain tools, and each tool is described by its name, description, input parameters, and return type. When an agent is calling a tool, it formulates its call based on only that metadata; it does not know anything about the internals of a tool. For my PyAI talk last week, I investigated ...