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Kubeflow Advances Cloud Native AI:  a glimpse into KubeCon + CloudNativeCon Europe 2025
The Kubeflow community is rapidly growing due to its contributions to advancing AI by streamlining the AI/ML experience in Kubernetes. Kubeflow provides a composable ecosystem for implementing end-to-end solutions for AI/ML. Kubeflow includes the following projects:
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10 Incredibly Specific Oreo Facts You’ll Think About at 2 A.M.
You’ve twisted them, dunked them, and crumbled them into milkshakes—but odds are, you don’t really know Oreos. Behind the world’s best-selling cookie is a labyrinth of marketing manipulation, food science secrets, and flavor experiments so bizarre they’re hidden from the public. These aren’t your standard “Oreo was invented in 1912” trivia tidbits. These are the [
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CodeEdit Might be the Best Free Code Editor for Mac
CodeEdit is an increasingly popular, free, open source native code editor for Mac that offers a super lightweight and speedy alternative to other code editors for Mac like Xcode, Zed, Visual Studio Pro, and other similar apps and IDEs. CodeEdit offers a fast experience that feels like it was built for MacOS, with many of 
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“My experience with Canonical’s interview process”
A short while ago, we talked about the hellish hiring process at a Silicon Valley startup, and today we’ve got another one. Apparently, it’s an open secret that the hiring process at Canonical is a complete dumpster fire. I left Google in April 2024, and have thus been casually looking for a new job during 2024. A good friend of mine is currently working at Canonical, and he told me that it’s quite a nice company with a great working 
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How to Make MacOS Sequoia Feel Faster: Tips to Speed Up Slow MacOS
macOS Sequoia is a pretty solid operating system with some great features like iPhone Mirroring, and while performance is fantastic for most, not all users are experiencing the speediest of experiences. If you feel like macOS Sequoia is running slower than your Mac was on prior operating system versions, you might appreciate some of these 
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prologic@JamessMacStudio
Sun May 25 21:44:41
~/tmp/neurog
 (main) 130
$ go build ./cmd/ttt/... && ./ttt
Generation  27 | Fitness: 0.486111 | Nodes: 44  | Conns: 82


 experimenting with building and training a tic-tac-toe game, which evolves a. neural net that learn to paly the game against the best evolved champions 😅

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Over the past few weeks I’ve been experimenting with and doing some deep learning and researching into neutral networks and evolutionary adaptation of them. The thing is I haven’t gotten very far. I’ve been able to build two different approaches so far with limited results. The frustrating part is that these things are so “random” it isn’t even funny. Like I can’t even get a basic ANN + GA to evolve a network that solves the XOR pattern every time with high levels of accuracy. 😞

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GhostBSD: from usability to struggle and renewal
This article isn’t meant to be technical. Instead, it offers a high-level view of what happened through the years with GhostBSD, where the project stands today, and where we want to take it next. As you may know, GhostBSD is a user-friendly desktop BSD operating system built with FreeBSD. Its mission is to deliver a simple, stable, and accessible desktop experience for users who want FreeBSD’s power without the complexity of manual set 
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Docker at Microsoft Build 2025: Where Secure Software Meets Intelligent Innovation
This year at Microsoft Build, Docker will blend developer experience, security, and AI innovation with our latest product announcements. Whether you attend in person at the Seattle Convention Center or tune in online, you’ll see how Docker is redefining the way teams build, secure, and scale modern applications. Docker’s Vision for Developers At Microsoft Build
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In-reply-to » Also spent the morning continuing to think about a new design for EdgeGuard's WAF. I'm basically going to build an entirely new pluggable WAF that will be designed to only consider Rate Limiting, IP/ASN-based filtering, JavaScript challenge handling, Basic behavioral analysis and Anomaly detection.

One thing about my design here is that it would no longer incorporate “regex”-based rules like OWASP, mostly because my experience thus far has taught me that these rules are kind of overly sensitive, produce false positives and I’m not sure they are really very effective. For example, why is the point of performing SQL injection detection at the Edge using a WAF if you already handle SQL properly in the first place? (seriously does anyone still construct SQL queries by hand with effectively printf?!)

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Design system annotations, part 2: Advanced methods of annotating components
How to build custom annotations for your design system components or use Figma’s Code Connect to help capture important accessibility details before development.

The post [Design system annotations, part 2: Advanced methods of annotating components](https://github.blog/engineering/user-experience/design-system-annotations-part-2-advanced-methods-of-annotating-component 
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Design system annotations, part 1: How accessibility gets left out of components
The Accessibility Design team created a set of annotations to bridge the gaps that design systems alone can’t fix and proactively addresses accessibility issues within Primer components.

The post [Design system annotations, part 1: How accessibility gets left out of components](https://github.blog/engineering/user-experience/design-system-annotations-part-1-how 
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In-reply-to » grafana is confusing af i deployed it again for my job (that is so wild to say...) and i'm like HOW DO THESE ALERTS WORK

@prologic@twtxt.net noted! that all sounds very scary to me but i should lock in for the best experience for my users! (the best experience for my users is my server not crashing most of the time though so i guess the next best experience LOL)

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In-reply-to » (#22qxisq) @andros Thanks for consolidating a lot of good ideas. Especially how you have deiced to just extend the mention syntax for location-based treads. This might even be backward compatible with older (pre-yarn) clients. What about using Z for UTC +00:00- is that allowed in your specs? Regarding url = I would suggest to only allow one and the maybe add url_old = or url_alt = !? I'm still not a fan of a DM feature, even thou it helps that i have now been split out into a separate feed file. Instead if would suggest a contact = field for where people can put an email or other id/link for an established chat protocol like signal or matrix.

@bender@twtxt.net I think this would be a good idea as @movq@www.uninformativ.de and @andros@twtxt.andros.dev have done ✅ I may even join the experiments if I have any spare time to hack a custom yrand branch and run it up on say something like a yarnexp.mills.io or something đŸ€”

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Introducing Docker MCP Catalog and Toolkit: The Simple and Secure Way to Power AI Agents with MCP Tools
Model Context Protocols (MCPs) are quickly becoming the standard for connecting AI agents to external tools, but the developer experience hasn’t caught up. Discovery is fragmented, setup is clunky, and security is too often bolted on last. Fixing this experience isn’t a solo mission—it will take an industry-wide effort. A secure, scalable, and trusted MCP
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Grùce aux écolos européens, votre prochain black-out sera continental
Lundi 28 avril 2025, vers midi et demie, l’Espagne et le Portugal ont fait une premiĂšre expĂ©rience audacieuse et fort rĂ©ussie d’application consciencieuse de la doctrine « Net ZĂ©ro » avec plusieurs annĂ©es d’avance sur le calendrier prĂ©vu : la pĂ©ninsule ibĂ©rique s’est retrouvĂ©e complĂštement privĂ©e de courant pendant plusieurs heures. Rapidement, les questions fusent : comment est-ce possible, [ 
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Confession:

I’ve never found microblogging like twtxt or the Fediverse or any other “modern” social media to be truly fulfilling/satisfying.

The reason is that it is focused so much on people. You follow this or that person, everybody spends time making a nice profile page, the posts are all very “ego-centric”. Seriously, it feels like everybody is on an ego-trip all the time (this is much worse on the Fediverse, not so much here on twtxt).

I miss the days of topic-based forums/groups. A Linux forum here, a forum about programming there, another one about a certain game. Stuff like that. That was really great – and it didn’t even suffer from the need to federate.

Sadly, most of these forums are dead now. Especially the nerds spend a lot of time on the Fediverse now and have abandoned forums almost completely.

On Mastodon, you can follow hashtags, which somewhat emulates a topic-based experience. But it’s not that great and the protocol isn’t meant to be used that way (just read the snac2 docs on this issue). And the concept of “likes” has eliminated lots of the actual user interaction. â˜č

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Simplifying Enterprise Management with Docker Desktop on the Microsoft Store
We’re excited to announce that Docker Desktop is now available on the Microsoft Store! This new distribution channel enhances both the installation and update experience for individual developers while significantly simplifying management for enterprise IT teams. This milestone reinforces our commitment to Windows, our most widely used platform among Docker Desktop users. By partnering with
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The wonderful world of Linux package managers
One of the strong points of Linux has always been how solid the experience of installing and managing software is. Contrarily to what happens in the Windows and macOS world, software on Linux is obtained through something called a package manager, a piece of software that manages any piece of software the user installs, as well as its dependencies, automatically. ↫ Luca BramĂš at Libre.News It truly is. I can’t imagine using any operating sy 
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In-reply-to » 💡 I had this crazy idea (or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could be really useful additions to the yarnd UI/UX experience (for those that use it) and as "client" features (not spec changes). The two ideas are quite simple:

@kate@yarn.girlonthemoon.xyz (as I was trying to say
), Glad you think so👌 My goal with Yarn.social has always been to provide the best (best that I can anyway) truly decentralised (slow) social experience that uses the Twtxt format under the hood 😅

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In-reply-to » Hmmm?

Holy hell?! When I post this:

@<kate https://yarn.girlonthemoon.xyz/user/kat/twtxt.txt> Glad you think so! 👌 My goal with Yarn.social has always been to provide the best (_best that I can anyway!_) truly decentralised (_slow_) social experience that uses the Twtxt format under the hood 😅

Something is swallowing it.

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**(#tdyfazq) Holy hell?! When I post this:

@<kate https://yarn.girlonthemoon.xyz/user/kat/twtxt.txt> Glad you think so! 👌 My goal with Yar ...**
Holy hell?! When I post this:

@kate@yarn.girlonthemoon.xyz Glad you think so! 👌 My goal with Yarn.social has always been to provide the best (best that I can anyway!) truly decentralised (slow) social experience that uses the Twtxt format under the hood 😅

”`

Something is swallowing it. ⌘ Read more”`

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In-reply-to » 💡 I had this crazy idea (or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could be really useful additions to the yarnd UI/UX experience (for those that use it) and as "client" features (not spec changes). The two ideas are quite simple:

Glad you think so! 👌 My goal with Yarn.social has always been to provide the best (best that I can anyway!) truly decentralised (slow) social experience that uses the Twtxt format under the hood 😅

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In-reply-to » 💡 I had this crazy idea (or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could be really useful additions to the yarnd UI/UX experience (for those that use it) and as "client" features (not spec changes). The two ideas are quite simple:

@kate@yarn.girlonthemoon.xyz Glad you think so! 👌 My goal with Yarn.social has always been to provide the best (best that I can anyway!) truly decentralised (slow) social experience that uses the Twtxt format under the hood 😅

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In-reply-to » 💡 I had this crazy idea (or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could be really useful additions to the yarnd UI/UX experience (for those that use it) and as "client" features (not spec changes). The two ideas are quite simple:

@kate@yarn.girlonthemoon.xyz Glad you think so! 👌 My goal with Yarn.social has always been to provide the best (best that I can anyway!) truly decentralised (slow) social experience that uses the Twtxt format under the hood 😅

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In-reply-to » 💡 I had this crazy idea (or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could be really useful additions to the yarnd UI/UX experience (for those that use it) and as "client" features (not spec changes). The two ideas are quite simple:

The nice thing here is that any Ui/UX rendering for a “good user experience” is similar to what yarnd does for Youtube/Spotify/whatever embedding. Plus anyone can participate, even if they don’t really have a client that understand it, it’s just text with some “syntax” afterall.

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(#6kkpdda) The nice thing here is that any Ui/UX rendering for a “good user experience” is similar to what yarnd does for Youtube/Spotify/what 

The nice thing here is that any Ui/UX rendering for a “good user experience” is similar to what yarnd does for Youtube/Spotify/whatever embedding. Plus anyone can participate, even if they don’t really have a client that understand it, it’s just text with some “syntax” afterall. ⌘ Read more

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💡 I had this crazy idea (or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could be really useful additions to the yarnd UI/UX experience (for those that use it) and as “client” features (not spec changes). The two ideas are quite simple:

  • Voting – a way to cast, collect a vote on a decision, topic or opinion.
  • RSVP – a way to “rsvp” to a virtual (pr physical) event.

Both would use “plain text” on top of the way we already use Twtxt today and clients would render an appropriate UI/UX.

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💡 I had this crazy idea (or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could 

💡 I had this crazy idea ( or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could be really useful additions to the yarnd UI/UX experience ( for those that use it) and as “client” features ( not spec changes). The two ideas are quite simple:

  • Voting – a way to cast, collect a vote on a decision, topic or opinion.

  • RSVP – a way to “ 
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Am I the only one that’s confused by the discussions, and then the voting we had on the whole threading model? đŸ€” I’m not even sure what I voted for, but I know it wasn’t the one that won haha đŸ€Ł (which I’m still very much against for based on an intuition, experience and lots of code writing lately).

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Am I the only one that’s confused by the discussions, and then the voting we had on the whole threading model? đŸ€” I’m not even sure what I vot 

Am I the only one that’s confused by the discussions, and then the voting we had on the whole threading model? đŸ€” I’m not even sure what I voted for, but I know it wasn’t the one that won haha đŸ€Ł ( which I’m still very much against for based on an intuition, experience and lots of code writing lately). ⌘ Read more

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In-reply-to » Seem like it's a server-client thingy? đŸ€” I much prefer tools in this case and defer the responsibility of storage to something else. I really like restic for that reason and the fact that it's pretty rock solid. I have zero complaints 😅

I haven’t gotten very far with my experiments, yet. To be honest, I’m still not 100% sure if I want to trust that encryption. 😅 The target server will be completely out of my control 
 it is a real possibility that the (encrypted) data will leak at some point. Hm.

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Zephyr RTOS 4.1 Released with Performance Boosts, IAR and Rust Support, and Broader Board Compatibility
Zephyr Project has released version 4.1 of its RTOS, bringing notable improvements in kernel performance, toolchain support, and hardware compatibility. While not an LTS release, it introduces key updates aimed at enhancing developer experience and system efficiency. One of the main focuses of this release is performance. Extensive work wen 
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