
With a 13 billion year head start on evolution, why haven’t any other forms of life in the universe contacted us by now? (Arrival is a fantastic movie. Watch it, but don’t stop there – read the Story of Your Life novella it was based on for so much additional nuance.) This is called the Fermi paradox: The Fermi Paradox is a contradiction between high estimates of the probability of the existence o

Glassy headers have become a core part of the “slick startup” UI toolkit, but they’re all missing that final 10% that really makes it shine. In this tutorial, you’ll learn how to create the most realistic lush frosted glass anywhere on the internet.

Andromeda is Meta’s proprietary machine learning (ML) system design for retrieval in ad recommendation focused on delivering a step-function improvement in value to our advertisers and people. This system pushes the boundary of cutting edge AI for retrieval with NVIDIA Grace Hopper Superchip and Meta Training and Inference Accelerator (MTIA) hardware through innovations in ML […]
CWChris Wiltz·December 2, 2024AI & ML 

TL;DR Getting a response from GenAI is quick and straightforward. But what about the confidence level for that response? In certain applications, especially in the financial domain, confidence scores are required. In a document-parsing task related to financial automation, we tested three approaches to address confidence level: calibrator models, logarithmic probabilities (logprobs), and majority
MZMolly Zhu , Xin Xu , and Kathy Gao (Senior Data Scie·December 1, 2024Engineering 
December is almost here, and that means: It’s time for some new desktop wallpapers! Created with love by creatives from all around the world, they are bound to lighten up the last few weeks of the year and, who knows, maybe even spark new ideas. Enjoy!


In this blog posting you will read more about the vip-manager and Patroni and what are the advantage of it.

PostgreSQL at an enterprise-level enables professional database management. Comply your enterprise requirements with matching tools.
CPCYBERTEC PostgreSQL·November 28, 2024Databases 
What's it look like to create a dashboard within the WordPress admin for analyzing Google Analytics data across 900 blogs across 25 multisite instances? It involves designing a user-friendly interface, leveraging the WordPress REST API, implementing a plugin for data retrieval, and addressing challenges like rate limits and authentication.
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Scott Fennell·November 27, 2024Security 
From KnockoutJS to modern UI libraries like SolidJS, Vue.js, and Svelte, signals revolutionized how we think about reactivity in UIs. Here’s a deep dive into their history and impact by Atila Fassina.
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Atila Fassina·November 27, 2024Frontend 

On November 14, 2024, Cloudflare experienced a Cloudflare Logs outage, impacting the majority of customers using these products. During the ~3.5 hours that these services were impacted, about 55% of the logs we normally send to customers were not sent and were lost. The details of what went wrong and why are interesting both for customers and practitioners.
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Jamie, Tom Walwyn·November 26, 2024SRE & Ops 
The designer of Ableton’s Note app shares unconventional principles for creating unforgettable digital experiences.

Lots of exciting new features have been landing in CSS recently, and it can be tough trying to figure out if they’re safe to use or not. We might know that a feature is available for 92% of users, but is that sufficient? Where do we draw the line? In this blog post, I’ll share the framework I use for deciding whether or not to use a modern CSS feature
JWJosh W. Comeau·November 26, 2024Frontend 

The Performance Engineering team at GitHub assessed how CPU performance degrades as utilization increases and how this relates to capacity.


I have obsessed about this long enough, I think it’s only fair I (and you!) get some content out of it. When I started writing this article, I was working on my P99 CONF slides. Those slides happen to include some bits of code. And because I’m a perfectionist, I would like this code to be syntax highlighted, like this: let addr : SocketAddr = config . address . parse () ? ; let ln = TcpListener

Donut scoping addresses the challenge of preventing parent styles from leaking to nested content. Originating from a 2011 concept by Nicole Sullivan, the issue has evolved, culminating in 2024's @scope at-rule. This allows for more precise CSS styling, safeguarding content from unwanted inheritance while managing global CSS complexities.
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Juan Diego Rodríguez·November 22, 2024Frontend 
Many talented professionals hold back from speaking at tech events, believing they need years of experience or expert status first. Drawing from her experience as a first-time speaker at WordPress Accessibility Day 2024, Victoria Nduka discusses how speaking at events benefits both individuals and the tech community.

UI3 prompted us to rebuild our own design system from the ground up. Here’s how designers and engineers came together to create a new foundation for building consistent, accessible products.

The GitHub Foundations Certification exam fee is now waived for all students verified through GitHub Education.

AI is changing how hiring works, and that makes in person connections even more important.
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Kent C. Dodds·November 21, 2024AI & ML