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What’s the problem with pipe-curl-into-sh?
You’ve seen it : many popular tools will have a one-liner homepage with something along the lines of

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curl https://fancy.tool/install.sh | /bin/sh
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And inevitably people will comment on how unsafe this is.

I don’t get it. How is it any more unsafe than cloning a repo and building and running its code? ⌘ Read more

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Inside the breach that broke the internet: The untold story of Log4Shell
Log4Shell proved that open source security isn’t guaranteed and isn’t just a code problem. It’s about supporting, enabling, and empowering the people behind the projects that build our digital infrastructure.

The post [Inside the breach that broke the internet: The untold story of Log4Shell](https://github.blog/open-source/inside-the-breach-that-broke-the-internet-the-untold-story-of-log4she … ⌘ Read more

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How to add MCP Servers to OpenAI’s Codex with Docker MCP Toolkit
AI assistants are changing how we write code, but their true power is unleashed when they can interact with specialized, high-precision tools. OpenAI’s Codex is a formidable coding partner, but what happens when you connect it directly to your running infrastructure? Enter the Docker MCP Toolkit. The Model Context Protocol (MCP) Toolkit acts as a… ⌘ Read more

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Why Autonomous Infrastructure is the future: From intent to self-operating systems
Executive summary: We’re at an inflection point where AI-generated code meets AI-managed infrastructure, creating truly self-sustaining systems. This convergence transforms infrastructure from static pipelines to autonomous systems that build, govern, heal, and optimize themselves. Organizations have… ⌘ Read more

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Accelerate developer productivity with these 9 open source AI and MCP projects
GitHub Copilot and VS Code teams, along with the Microsoft Open Source Program Office (OSPO), sponsored these nine open source MCP projects that provide new frameworks, tools, and assistants to unlock AI-native workflows, agentic tooling, and innovation.

The post [Accelerate developer productivity with these 9 open source AI and MCP projects](https://github.blog/open-source/acce … ⌘ Read more

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NLnet sponsors development of WPA3 support for OpenBSD
The NLnet foundation has sponsored a project to add WPA3 support to OpenBSD, support which in turn can be used by other operating systems. This project delivers the second open-source implementation of WPA3, the current industry standard for Wi-Fi encryption, specifically for the OpenBSD operating system. Its code can also be integrated by other operating systems to enable modern Wi-Fi encryption, thereby enhancing the div … ⌘ Read more

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Debug Docker Builds with Visual Studio Code
Building Docker images is an important component of the software delivery pipeline for modern applications. It’s how we package our apps and services so that they can be distributed to others and deployed to production. While the Dockerfile has long been the standard for defining container images, it is known to be challenging to make… ⌘ Read more

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After taking most of the year off from role-playing, I’ve got 3 one-shots coming up in the next month, all of which need some tweaking before I can run them (as do my homebrew rules).

Plus there’s a “build a game” code challenge at work, a pair of media boxes I need to rebuild, a pair of dead machines I need to diagnose, and I’d like to (eventually) get my twtxt apps to a “releasable” state.

So many projects, so little (free) time…

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LineageOS 23 released
The LineageOS project has released version 23 of their AOSP-based Android variant. LineageOS 23 is based on the initial release of Android 16 – so not the QPR1 release that came later – because Google has not made the source code for that release available yet. Like other, similar projects, LineageOS also suffers from Google’s recent further lockdown of Android; not only do they not have access to Android 16 QPR1’s source code, they also can’t follow along with the latest security patche … ⌘ Read more

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In-reply-to » It happened.

@movq@www.uninformativ.de @prologic@twtxt.net Unfortunately, I had to review a coworker’s code that was also spewed out the same way. It was abso-fucking-lutely horrible. I didn’t know upfront, but then asked afterwards and got the proud (!) answer that it indeed was “assisted”. I bet this piece of garbage result was never checked or questioned the tiniest bit before submitting for review. >:-( It didn’t even do the right thing as a bonus.

What a giant shitshow. Things just have to burn to the ground several times.

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How to Add MCP Servers to Claude Code with Docker MCP Toolkit
AI coding assistants have evolved from simple autocomplete tools into full development partners. Yet even the best of them, like Claude Code, can’t act directly on your environment. Claude Code can suggest a database query, but can’t run it. It can draft a GitHub issue, but can’t create it. It can write a Slack message,… ⌘ Read more

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It happened.

“Can you help me debug this program? I vibe coded it and I have no idea what’s going on. I had no choice – learning this new language and frameworks would have taken ages, and I have severe time constraints.”

Did I say “no”? Of course not, I’m a “nice guy”. So I’m at fault as well, because I endorsed this whole thing. The other guy is also guilty, because he didn’t communicate clearly to his boss what can be done and how much time it takes. And the boss and his bosses are guilty a lot, because they’re all pushing for “AI”.

The end result is garbage software.

This particular project is still relatively small, so it might be okay at the moment. But normalizing this will yield nothing but garbage. And actually, especially if this small project works out fine, this contributes to the shittiness because management will interpret this as “hey, AI works”, so they will keep asking for it in future projects.

How utterly frustrating. This is not what I want to do every day from now on.

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Completing urgent fixes anywhere with GitHub Copilot coding agent and mobile
Unlock the full potential of the GitHub platform. See how Copilot coding agent and GitHub Mobile combine to help you tackle development tasks and urgent fixes, no matter where you are.

The post [Completing urgent fixes anywhere with GitHub Copilot coding agent and mobile](https://github.blog/developer-skills/github/completing-urgent-fixes-anywhere-with-github-copilot-cod … ⌘ Read more

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The case against generative AI: the numbers just don’t add up (i.e., it’s a scam)
Every single “vibe coding is the future,” “the power of AI,” and “AI job loss” story written perpetuates a myth that will only lead to more regular people getting hurt when the bubble bursts. Every article written about OpenAI or NVIDIA or Oracle that doesn’t explicitly state that the money doesn’t exist, that the revenues are impossible, that one of the companies involved bur … ⌘ Read more

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cargo-subspace: Make rust-analyzer work better with very large cargo workspaces
Let me preface all of this by saying that rust-analyzer is an amazing project, and I am eternally grateful for the many people who contribute to it! It makes developing rust code a breeze, and it has surely significantly contributed to Rust’s widespread adoption.

If you’ve ever worked with a very large cargo workspace (think hundreds of crates), you know that rust-analyzer eagerly builds compile time dependencies (e.g. proc macros) and index … ⌘ Read more

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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 … ⌘ Read more

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