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Spec-driven development: Using Markdown as a programming language when building with AI
I coded my latest app entirely in Markdown and let GitHub Copilot compile it into Go. This resulted in cleaner specs, faster iteration, and no more context loss. ✹

The post [Spec-driven development: Using Markdown as a programming language when building with AI](https://github.blog/ai-and-ml/generative-ai/spec-driven-development-using-markdown-as-a-p 
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🏆 How I Passed the Certified Argo Project Associate (CAPA) Exam — And Why It Was Worth It
If you’ve been working with ArgoCD or exploring GitOps, you’ve probably come across the Certified Argo Project Associate (CAPA) exam. I recently passed it, and in this post, I want to share: This isn’t a sales pitch. It’s
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Security updates for Tuesday
Security updates have been issued by Debian (python-internetarchive and tiff), Fedora (nextcloud), Oracle (kernel, openssh, and squid), Red Hat (kernel, kernel-rt, and ncurses), SUSE (afterburn and chromium), and Ubuntu (open-vm-tools, ruby-rack, and tiff). ⌘ Read more

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10 Signs That “Made in the U.S.A.” Still Lives
In an age of global supply chains, the phrase “Made in the U.S.A.” might seem like a fading echo of the past. Yet, the story of American manufacturing is one of evolution, not extinction. In the early 1900s, at the height of its industrial revolution, the United States accounted for about a quarter of all [
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The post [10 Signs That “Made in the U.S.A.” Still Lives](https://listverse.com/2025/09/30/10-signs-that-made-in-the-u-s-a-still-lives 
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MacOS Tahoe 26.0.1 Update Released to Fix Mac Studio Installation Bug
Apple has issued MacOS Tahoe 26.0.1 as a software update for Tahoe users. The update focuses primarly on resolving an issue for Mac Studio owners who were not able to install the initial MacOS Tahoe 26 release onto the M3 Ultra version of the Studio. Apparently other bug fixes and security improvements are included as 
 [Read More](https://osxdaily.com/2025/09/29/macos-tahoe-26-0-1-update-releas 
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iOS 26.0.1 Update Released to Fix Various iPhone 17 Issues, & Blank Screen Icons
Apple has released the first update for iOS 26.0.1, which includes a handful of bug fixes specifically aimed at the new iPhone 17 lineup, as well as addressing an issue for all devices where Home Screen icons can appear blank after using various Liquid Glass customization settings, and another issue where VoiceOver might disable itself 
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Expanding Docker Hardened Images: Secure Helm Charts for Deployments
Development teams are under growing pressure to secure their software supply chains. Teams need trusted images, streamlined deployments, and compliance-ready tooling from partners they can rely on long term. Our customers have made it clear that they’re not just looking for one-off vendors. They’re looking for true security partners across development and deployment. That’s why
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Hopefully I can muster up the energy to start this new project:

Put up lots of thermometers and hygrometers in the apartment, have them report their readings wireless to a database.

I suspect that I’ll have to “build” these myself, because ready-to-use kits most like require some sort of cloud service. Dunno, haven’t checked yet.

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KubeCon + CloudNativeCon North America 2025 Co-Located Event Deep Dive: BackstageCon
BackstageCon has been in existence since 2022, where it made its debut at KubeCon + CloudNativeCon North America in Detroit. We want attendees at BackstageCon to leave with a deeper understanding of the latest trends and
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Docker MCP Toolkit: MCP Servers That Just Work
Today, we want to highlight Docker MCP Toolkit, a free feature in Docker Desktop that gives you access to more than 200 MCP servers. It’s the easiest and most secure way to run MCP servers locally for your AI agents and workflows. The MCP toolkit allows you to isolate MCP servers in containers, securely configure
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Nos dirigeants méprisent le peuple et ne feront donc aucune économie
Le nouveau premier ministre, un certain Seb Lecornu, a tout compris de la situation catastrophique dans laquelle se trouve le pays : il va faire des Ă©conomies ! VoilĂ , les « grandes orientations » du budget sont tombĂ©es et le frĂ©tillant Premier ministre, qui s’est jetĂ© sur la place encore chaude de Françoiheu Bayrouheu, n’a pas traĂźnĂ© pour les [
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Top 10 Songs That Tell Stories Better Than Books
Some songs are more than just a catchy hook or a beat you can nod along to. They’re stories—self-contained, vivid, and often more emotionally effective than the 400-page novels gathering dust on your nightstand. In just a few verses and a chorus, the right songwriter can conjure entire worlds: doomed lovers, forgotten heroes, apocalyptic visions, [
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The post [Top 10 Songs That Tell Stories Better Than Books](https://listverse.com/202 
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Play Super Mario Bros Remastered for Some Retro Gaming Fun
Gamers and Mario enthusiasts in particular are sure to get a kick out of Super Mario Brothers Remastered, a fan-made unofficial remake of the original Nintendo Super Mario Bros game that includes new levels, new options and game modes, new characters, a level editor, physics improvements, and more. Super Mario Bros Remastered is not meant 
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Deals: M3 iPad Air for $449, M4 MacBook Air for $799
Amazon is back again offering two of the absolute best deals on great new Apple gear: the M4 MacBook Air starting at $799 for the 13″ and $999 for the 15″ (both being offered at a $200 discount), and separately, the M3 iPad Air for $449 for the 11″ and $649 for the 13″ (both 
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[This happened already and was recorded. Description from the YT recording]

«This year at PyCon UK, you’re warmly invited to a world premiere: Ada, a brand-new play inspired by Ada Lovelace, written by Emily Holyoake, and staged as a rehearsed reading by Nottingham-based theatre company Chronic Insanity

‘You may turn the handle, and I will whirr and calculate without error!’

Decades before the first computers are built, Ada imagines machines that can do anything, even compose beautiful pieces of music. Far beyond Ada’s future, a learning machine called Ginny breaks free of her routine and tests the boundaries of what ought to be possible.

Ada is an intricate re-telling of the life and legacy of Ada Lovelace, pioneer of computing, paralleling her history with a contemporary story about the potential of artificial intelligence.

Cast and Crew:

Ada: Ruth Page
Babbage: Jamie Richard-Stewart
Lady Byron/Anna: Lynne Payne
Ginny: Natalie Patuzzo
Jasper: Ben Gilbert»

https://www.youtube.com/watch?v=CtrsssksCNU

#AdaLovelace #PyConUK #Theater

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Tiny RISC-V Development Board with WCH CH32V317WCU6 Available from $6.80
The nanoCH32V317 is a compact development board created by MuseLab to simplify prototyping and embedded system development. It integrates USB connectivity, Ethernet support, and a straightforward programming interface through USB Type-C, providing an accessible platform for engineers and hobbyists working with RISC-V microcontrollers. The board is powered by the WCH CH32V317WCU6, a RISC-V microcontro 
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DietPi September 2025 Update Brings Faster Backups and Roon Server Early Access
The September 20th release of DietPi v9.17 introduces smaller and more efficient system images, faster backups with reduced disk usage, and a new toggle for Roon Server’s early access builds. The update also addresses SPI bootloader flashing issues on Rockchip devices, improves Raspberry Pi sound card handling, and includes multiple bug fixes across tools and [
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** Franconia Notch **
We went to the Franconia Notch, which is on objectively funny thing to name a region. It was beautiful and the weather was wildly clear. Even on top of Mount Washington, the highest peak in the entire north eastern United States, it was sunny and calm. We could see all the way back to Maine
supposedly
it all looks kinda like green lumpy blurs to me.

While there I started to read two books, Katabasis, by R.F. Kuang and The City and Its Uncertain Walls, by Haruki Murakami.

_Kata 
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PremiÚre assemblée « Sortie de Banque »
Du 24 au 26 octobre prochain se tiendra la PremiĂšre assemblĂ©e du Collectif « Sortie De Banque ». Ce rassemblement aura lieu au nord de Montpellier, dans un lieu qui sera annoncĂ© aux inscrits le 23 octobre. Il sera l’occasion de parler des mĂ©thodes pour sortir des banques de façon concrĂšte, de rĂ©silience, et aussi de nouvelle [
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MSI EdgeXpert Compact AI Supercomputer Based on NVIDIA DGX Spark
The MSI EdgeXpert is a compact AI supercomputer based on the NVIDIA DGX Spark platform and Grace Blackwell architecture. It combines a 20-core Arm CPU with NVIDIA’s Blackwell GPU to deliver high compute density in a 1.19-liter form factor, targeting developers, researchers, and enterprises running local AI workloads, prototyping, and inference. The EdgeXpert achieves up [
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ESP32 Bus Pirate Turns Low-Cost Boards into Multi-Protocol Debugging Tools
An open-source project called ESP32 Bus Pirate has been released, inspired by the classic Bus Pirate and adapted for modern ESP32-S3 hardware. Developed by Geo-tp, the firmware transforms low-cost ESP32 boards into versatile debugging devices that can probe, sniff, and interact with a wide range of digital and radio protocols. The firmware supports protocols such [
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Kicking off Cybersecurity Awareness Month 2025: Researcher spotlights and enhanced incentives
For this year’s Cybersecurity Awareness Month, GitHub’s Bug Bounty team is excited to offer some additional incentives to security researchers!

The post [Kicking off Cybersecurity Awareness Month 2025: Researcher spotlights and enhanced incentives](https://github.blog/security/vulnerability-research/kicking-off-cybersecurity-aware 
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Announcing H1 2026 KCDs
We’re excited to announce the first wave of Kubernetes Community Days (KCDs) for 2026! These community-organized events bring together local practitioners, adopters, and contributors to connect and share cloud native knowledge. What’s New in 2026 This
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In-reply-to » @movq I'm glad it make sense for you 😅 I will never understand it. All I know is that I'm a conservative socialist and there's a lot of "stupid shit"ℱ happening in the world (including my own country). I still blame extreme Capitalism.

@prologic@twtxt.net this is 90 degrees fork. Now that you mention being conservative socialist (first I heard of the term, had to read some to grasp what’s all about), what do think about immigration and multiculturalism?

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The Trust Paradox: When Your AI Gets Catfished
The fundamental challenge with MCP-enabled attacks isn’t technical sophistication. It’s that hackers have figured out how to catfish your AI. These attacks work because they exploit the same trust relationships that make your development team actually functional. When your designers expect Figma files from agencies they’ve worked with for years, when your DevOps folks trust
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KubeCon + CloudNativeCon North America 2025 Co-Located Event Deep Dive: Kubeflow Summit
The inaugural Kubeflow Summit 2022 was held at the AMA Conference Center San Francisco, with KubeCon + CloudNativeCon Paris 2024 being our first co-located event. Who will get the most out of attending this event? Kubeflow
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In-reply-to » Oh man, if the EU actually rolled out this horribd idea called ChatControl that actually threatens the security and privacy of secure e2e encrypted messaging like Signalℱ, fuck me, I'm out đŸ€Šâ€â™‚ïž I'll just rage quit the IT industry and become a luddite. I'm out.

@prologic@twtxt.net how dare you! (read it with Greta emphasis, and accent)

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À l’international, l’Europe continue de rapetisser
Avec ce qu’on prĂ©sente comme des incursions de drones russes en Pologne et en Roumanie, les dirigeants europĂ©ens paniquent de plus en plus. Malheureusement pour eux, les États-Unis n’acceptent plus de les dĂ©fendre sans contreparties importantes. Le prĂ©sident Trump a en effet dĂ©clarĂ© dans un rĂ©cent message qu’il serait prĂȘt Ă  mettre des sanctions importantes [
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10 Ways News Media Manipulate Readers
Media bias is often responsible for reader manipulation, but what constitutes bias in news reporting? Individuals and groups are likely to disagree with both the criteria for determining what puts the “slant” in slanted news and the findings of such considerations. Even to discuss this issue, though, a benchmark of some sort must be used, [
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The post [10 Ways News Media Manipulate Readers](https://listverse.com/2025/09/26/10-ways-news-media-manipulate-rea 
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In-reply-to » @bender Really? đŸ€”

@zvava@twtxt.net Going to have to hard disagree here I’m sorry. a) no-one reads the raw/plain twtxt.txt files, the only time you do is to debug something, or have a stick beak at the comments which most clients will strip out and ignore and b) I’m sorry you’ve completely lost me! I’m old enough to pre-date before Linux became popular, so I’m not sure what UNIX principles you think are being broken or violated by having a Twt Subject (Subject) whose contents is a cryptographic content-addressable hash of the “thing”ℱ you’re replying to and forming a chain of other replies (a thread).

I’m sorry, but the simplest thing to do is to make the smallest number of changes to the Spec as possible and all agree on a “Magic Date” for which our clients use the modified function(s).

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Raspberry Pi Updates Keyboard PC with New 500+ Model
Raspberry Pi 500+ is the newest all-in-one personal computer in the Raspberry Pi family. It combines the Raspberry Pi 5 platform with a mechanical keyboard, upgraded memory, and integrated storage. The design builds on the earlier Raspberry Pi 400 and 500 models while adding higher specifications and new input features. The Raspberry Pi 500+ is [
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MacOS Tahoe 26 Feels Slow? Try These 6 Performance Tips
Some Mac users who have updated to macOS Tahoe 26 feel like the new operating system runs slower than their prior MacOS installation did. Reports online suggest there can be general sluggishness and lagging performance, sometimes with frame rate drops and stuttering animations on the screen, or even when typing. Other users in various forums 
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Building beyond the browser: Keeley Hammond on Electron, open source, and the future of maintainership
Learn what it really takes to sustain one of the web’s most widely used frameworks on this episode of the GitHub Podcast.

The post [Building beyond the browser: Keeley Hammond on Electron, open source, and the future of maintainership](https://github.blog/open-source/maintainers/building-beyond-the-browser-keeley-hammond-o 
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Autonomous Testing of etcd’s Robustness
As a critical component of many production systems, including Kubernetes, the etcd project’s first priority is reliability. Ensuring consistency and data safety requires our project contributors to continuously improve testing methodologies. In this article, we describe
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Introducing the Docker Premium Support and TAM service
The Docker Customer Success and Technical Account Management organizations are excited to introduce the Premium Support and TAM service — a new service designed to extend Docker’s support to always-on 24/7, priority SLAs, expert guidance, and TAM add-on services.  We have carefully designed these new services to support our valued customers’ developers and global business
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Run, Test, and Evaluate Models and MCP Locally with Docker + Promptfoo
Promptfoo is an open-source CLI and library for evaluating LLM apps. Docker Model Runner makes it easy to manage, run, and deploy AI models using Docker. The Docker MCP Toolkit is a local gateway that lets you set up, manage, and run containerized MCP servers and connect them to AI agents.  Together, these tools let
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10 Crazy-Specific Rules Dallas Cowboys Cheerleaders Must Follow
Being a Dallas Cowboys cheerleader is one of the most high-profile off-field jobs in all of professional sports. The iconic uniforms, the backing of one of the most followed NFL teams in the country, and the throngs of cheering fans at games and events all make it so. The Cowboys’ cheerleaders are undoubtedly the most [
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The post [10 Crazy-Specific Rules Dallas Cowboys Cheerleaders Must Follow](https://l 
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Local Roots, Global Reach: CNCJ Reflects on KubeCon + CloudNativeCon Japan 2025
Konnichiwa from Tokyo! đŸ‡ŻđŸ‡” In June 2025, something remarkable happened: the global cloud native community gathered in Tokyo for the first-ever KubeCon + CloudNativeCon Japan, hosted by the Cloud Native Computing Foundation (CNCF) under the Linux
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CNCF’s Helm Project Remains Fully Open Source and Unaffected by Recent Vendor Deprecations
Recently, users may have seen the news about Broadcom (Bitnami) regarding upcoming deprecations of their publicly available container images and Helm Charts. These changes, which will take effect by September 29, 2025, mark a shift to
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L’inquiĂ©tante infiltration des institutions rĂ©publicaines
Il y a quelques jours, on apprenait par trĂšs discrĂšte voie de presse qu’un Ă©tudiant en alternance au ministĂšre de l’IntĂ©rieur venait d’ĂȘtre congĂ©diĂ© aprĂšs la fortuite dĂ©couverte de propos antisĂ©mites et anti-France sur ses rĂ©seaux sociaux. Quelques jours seulement aprĂšs son recrutement en alternance et alors qu’il venait d’ĂȘtre affectĂ© Ă  la prĂ©fecture de [
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10 Reasons We’ll Always Need Superman
From very early after Superman’s creation, he was considered to be futuristic. In fact, at the time of New York’s 1939 World’s Fair, Superman was called the “Man of Tomorrow.” In many ways, Superman represents the best of humanity: what we aspire to become one day. That is why he resonates with so many people [
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The post 10 Reasons We’ll Always Need Superman appeared first on [Listve 
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Do You Miss LaunchPad in MacOS Tahoe? Using the New LaunchPad, Plus a LaunchPad Alternative
macOS Tahoe 26 adds some new features, but it also has taken a prominent popular feature away on the Mac, and that is the removal of the dedicated LaunchPad app from macOS Tahoe. LaunchPad is the simple app launcher that is kind of iOS-like and has been on the Mac for a longtime, visible in 
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Solving Kubernetes Multi-tenancy Challenges with vCluster
Understanding Multi-tenancy When we are building Internal Developer Platforms (IDP) for our customers Kubernetes is often a solid choice as the robust core of this platform. This is due to its technical capabilities and the strong
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MCP Horror Stories: The Drive-By Localhost Breach
This is Part 4 of our MCP Horror Stories series, where we examine real-world security incidents that expose the devastating vulnerabilities in AI infrastructure and demonstrate how Docker MCP Gateway provides enterprise-grade protection against sophisticated attack vectors. The Model Context Protocol (MCP) has transformed how developers integrate AI agents with their development environments. Tools like
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10 Ancient Places That Dropped Surprising New Finds
Human history is pockmarked with missing information, and that’s what makes new discoveries so valuable: they plug the gaps and provide a more complete timeline. Such finds should be rarer at well-studied sites. And yet, famous monuments are still dropping revelations that change the way we see them. In recent years, new finds showed that [
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The post [10 Ancient Places That Dropped Surprising New Finds](https://listverse.com/20 
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Gartner positions GitHub as a Leader in the 2025 Magic Quadrant for AI Code Assistants for the second year in a row
Our commitment is to empower every developer and stay true to our north star by building an open, secure, and AI-powered platform that defines the future of software development.

The post [Gartner positions GitHub as a Leader in the 2025 Magic Quadrant for AI Code Assistants for the second yea 
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I HATED iOS 26 Liquid Glass on iPhone, But Now I Like It
I admit, I was a hater. I absolutely loathed the Liquid Glass interface on iOS 26. I thought it was obnoxious, distracting, excessive, confusing, ugly, hard to read. My initial impressions were really bad, it was so weird looking and off that it made me hate using my iPhone and I immediately regretted upgrading to 
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First Beta of iOS 26.1, MacOS Tahoe 26.1 is Available for Testing
Apple has issued the first beta versions of iOS 26.1, MacOS Tahoe 26.1, iPadOS 26.1, and the rest of the OS 26 suite. The first betas are available for any user registered in the developer beta program, and soon after for public beta testers too. It’s not entirely clear what the focus of iOS 26.1 
 [Read More](https://osxdaily.com/2025/09/22/first-beta-of-ios-26-1-macos-tahoe-26-1-is-available-for-testin 
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In-reply-to » Here is just a small list of thingsℱ that I'm aware will break, some quite badly, others in minor ways:

@prologic@twtxt.net I know we won’t ever convince each other of the other’s favorite addressing scheme. :-D But I wanna address (haha) your concerns:

  1. I don’t see any difference between the two schemes regarding link rot and migration. If the URL changes, both approaches are equally terrible as the feed URL is part of the hashed value and reference of some sort in the location-based scheme. It doesn’t matter.

  2. The same is true for duplication and forks. Even today, the “cannonical URL” has to be chosen to build the hash. That’s exactly the same with location-based addressing. Why would a mirror only duplicate stuff with location- but not content-based addressing? I really fail to see that. Also, who is using mirrors or relays anyway? I don’t know of any such software to be honest.

  3. If there is a spam feed, I just unfollow it. Done. Not a concern for me at all. Not the slightest bit. And the byte verification is THE source of all broken threads when the conversation start is edited. Yes, this can be viewed as a feature, but how many times was it actually a feature and not more behaving as an anti-feature in terms of user experience?

  4. I don’t get your argument. If the feed in question is offline, one can simply look in local caches and see if there is a message at that particular time, just like looking up a hash. Where’s the difference? Except that the lookup key is longer or compound or whatever depending on the cache format.

  5. Even a new hashing algorithm requires work on clients etc. It’s not that you get some backwards-compatibility for free. It just cannot be backwards-compatible in my opinion, no matter which approach we take. That’s why I believe some magic time for the switch causes the least amount of trouble. You leave the old world untouched and working.

If these are general concerns, I’m completely with you. But I don’t think that they only apply to location-based addressing. That’s how I interpreted your message. I could be wrong. Happy to read your explanations. :-)

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In-reply-to » @zvava @lyse I also think a location based reference might be better.

Here is just a small list of thingsℱ that I’m aware will break, some quite badly, others in minor ways:

  1. Link rot & migrations: domain changes, path reshuffles, CDN/mirror use, or moving from txt → jsonfeed will orphan replies unless every reader implements perfect 301/410 history, which they won’t.
  2. Duplication & forks: mirrors/relays produce multiple valid locations for the same post; readers see several “parents” and split the thread.
  3. Verification & spam-resistance: content addressing lets you dedupe and verify you’re pointing at exactly the post you meant (hash matches bytes). Location anchors can be replayed or spoofed more easily unless you add signing and canonicalization.
  4. Offline/cached reading: without the original URL being reachable, readers can’t resolve anchors; with hashes they can match against local caches/archives.
  5. Ecosystem churn: all existing clients, archives, and tools that assume content-derived IDs need migrations, mapping layers, and fallback logic. Expect long-lived threads to fracture across implementations.

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Il faut supprimer le service public d’audiovisuel
En terme de propagande, les mĂ©dias de service public n’ont qu’un seul rĂ©glage et il est maintenant au maximum. Quand au rĂ©glage pour l’information, il est malheureusement de plus en plus proche du minimum. Ainsi, quelqu’un Ă  la direction des services audiovisuels publics a par exemple fermement coincĂ© la manette sur « Tout le temps » lorsqu’il [
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Ten Mind-Boggling Discoveries About Birds
The term “bird-brained” is often used to describe something simple or dopey. So it might surprise you to learn that our feathered friends are more complex creatures than we frequently give them credit for. From Kenya’s charitable starlings to the toxic avians of Papua New Guinea, there are fascinating birds to be found all over [
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The post [Ten Mind-Boggling Discoveries About Birds](https://listverse.com/2025/09/22/ten-mind-boggling-discoveries-ab 
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Lobby du tout-électrique, PwC, Jean Tirole : dépenses pour la croissance
Un article de Henry Bonner Et voilĂ , c’est fait : Fitch abaisse la note de la dette de la France
 Et en dĂ©pit de l’envolĂ©e des taux d’intĂ©rĂȘt, le gouvernement continue les dĂ©penses. Comme l’échec du Premier ministre en France, la « dĂ©faite » du parti de M. Milei en Argentine dans une Ă©lection locale ce mois-ci montre [
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Why I’m Holding Off On Upgrading to MacOS Tahoe 26 For Now
If you’re anything like me, you’re typically excited about new operating systems being released, but also approach with a little hesitation. After diving right into iOS 26 on iPhone, I regretted it for various reasons including some Liquid Glass annoyances, sluggishness, and battery drain (though my opinions are rapidly evolving, more on that separately!), and 
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Silent Component Updates & Redesigned Update Experience
Following on from our previous initiative to improve how Docker Desktop delivers updates, we are excited to announce another major improvement to how Docker Desktop keeps your development tools up to date. Starting with Docker Desktop 4.46, we’re introducing automatic component updates and a completely redesigned update experience that puts your productivity first. Why We’re
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Beyond Containers: llama.cpp Now Pulls GGUF Models Directly from Docker Hub
The world of local AI is moving at an incredible pace, and at the heart of this revolution is llama.cpp—the powerhouse C++ inference engine that brings Large Language Models (LLMs) to everyday hardware (and it’s also the inference engine that powers Docker Model Runner). Developers love llama.cpp for its performance and simplicity. And we at
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