1. GUIs should be fully keyboard-driven (ckardaris.com)

GUI applications should be fully driven by the keyboard using shortcuts

Keyboard shortcuts should be the primary method for navigating GUI applications, enhancing efficiency and user experience. This perspective argues for a shift away from mouse reliance in favor of a more streamlined, keyboard-centric approach.

2. Saving 100 terabytes of memory by optimizing 1.1.1.1's DNS cache (blog.cloudflare.com)

Five Rust-level memory optimizations to the DNS cache layout of Big Pineapple cut per-entry memory by 56%, freeing approximately 100 TB of memory across Cloudflare's fleet.

Cloudflare’s Big Pineapple has implemented five memory optimizations that reduced the DNS cache’s per-entry footprint by 56%, resulting in a significant recovery of 100 terabytes of memory across its network. This efficiency boost highlights the impact of thoughtful engineering on resource management.

4. GLM-5.3 is now open-weight (twitter.com)

GLM-5.3 is now open-weight.

Our most capable model for agentic coding and cyber defense is now available to download, run, and customize.

Weights: https://t.co/v1IbWMXxg4
Tech blog: https://t.co/ekQkO83jCv

GLM-5.3, a powerful model designed for agentic coding and cyber defense, is now available for download and customization. This release opens up new possibilities for developers looking to enhance their projects with advanced AI capabilities.

6. Get your Windows license refund (en.refund4freedom.org)

Get a Refund of your proprietary operating system license

Learn how to successfully obtain a refund for your Windows operating system license, including the steps and requirements involved. If you’ve recently purchased a license and are considering a refund, this guide provides the essential information you need.

9. U.S. Sanctions Against the a/I Collective (www.inventati.org)

Autistici/Inventati provides internet support to activists and collectives coming from the world of grassroot and social movements

The article examines the impact of U.S. sanctions on Autistici/Inventati, a group that offers vital internet support to grassroots activists and social movements. Understanding these sanctions sheds light on the challenges faced by organizations advocating for social change.

11. Inception-style curved map for turn-by-turn directions (www.orbify.eu)

Orbify Demo 2 v72 β€” interactive Gaussian-splat navigation visualization.

Orbify Demo 2 v72 introduces an innovative navigation tool that uses a curved map for turn-by-turn directions, offering a unique visual approach to route navigation. This interactive feature could change how users interact with mapping technology.

12. Luanti removed from Google Play due to baseless AI copyright notice (blog.luanti.org)

Luanti has been removed from Google Play due to a DMCA notice from Tracer.AI. We have filed a counter-notice, but this isn't the first time.

Luanti has faced removal from Google Play following a DMCA notice from Tracer.AI, prompting the developers to file a counter-notice. This incident highlights ongoing tensions in the AI space regarding copyright claims.

13. Just the rumour of a bug is enough to find an exploit these days (anil.recoil.org)

Thinking through how the conventional OSS security embargoes no longer buy us time, and what open source maintainers might do instead to respond

The article discusses the diminishing effectiveness of traditional security embargoes in open source software, suggesting that rumors of vulnerabilities can quickly lead to exploitation. It offers insights on how maintainers can adapt their strategies to address these evolving security challenges.

14. Gemini-3.5-Transcribe (blog.google)

Now you can get more intelligent speech-to-text transcription with Gemini 3.5 Transcribe.

Gemini 3.5 Transcribe offers improved accuracy for speech-to-text transcription, making it easier to convert spoken words into written text. This upgrade could enhance productivity for anyone needing reliable transcription services.

17. The Twelve-Factor App (12factor.net)

A methodology for building modern, scalable, maintainable software-as-a-service apps.

Learn about a structured approach to creating efficient and sustainable software-as-a-service applications that can easily scale and adapt to changing needs.

18. Gemini Omni 1.1 Flash (blog.google)

Gemini Omni 1.1 Flash brings a new suite of creative controls and generative video capabilities to developers.

Gemini Omni 1.1 Flash introduces enhanced creative tools and generative video features, providing developers with new ways to elevate their projects. This update aims to expand the possibilities in video content creation.

20. Suica, Japan's First IC Transit Card (www.tokyodev.com)

The humble Suica card was developed in the 90’s and has kept Japan moving for almost three decades. Here’s the story of how it came to be.

Learn about the origins of the Suica card, Japan’s pioneering transit solution that has been facilitating travel for nearly 30 years. Discover the innovative technology and vision behind this essential tool for millions.

21. Doctors are finally learning to manage antidepressant withdrawal (www.newscientist.com)

Withdrawal symptoms following long-term SSRI use appear far more pervasive and serious than previously realised. Now medical bodies are rethinking how and when to stop taking them

Research is prompting a shift in how healthcare professionals approach the management of antidepressant withdrawal symptoms. This new understanding could significantly improve the experience for patients discontinuing their medication.

22. Debian votes to allow "responsible use of generative AI" (lwn.net)

The results of the Debian general-resolution vote on the use of large language models have been [...]

Debian’s recent vote permits the responsible use of generative AI, signaling a shift in how the open-source community approaches emerging technologies. The decision highlights the balance between innovation and ethical considerations in software development.

23. Iceland votes on whether to restart talks on joining EU (www.bbc.com)

Turbulent international affairs have brought the vote forward, but the campaign has focused more on Iceland's vital fishing industry.

Iceland’s upcoming vote on EU membership talks is significantly influenced by the country’s fishing industry, amidst shifting international dynamics. The outcome could reshape its economic landscape and trade relationships.

24. Sovereign Tech Agency invests €500k in Flatpak (modal.cx)

We’re building new Portals for audio, network, VPNs, and more!

Sovereign Tech Agency is investing €500k in Flatpak to enhance its capabilities with new Portals for audio, network, and VPN functionalities. This funding aims to expand the platform’s versatility and user experience.

26. EPA says power for data centers can sidestep pollution laws (www.epa.gov)

This month, EPA issued guidance clarifying that the Clean Air Act Acid Rain Program does not apply to power generation facilities that are not connected to a public electricity grid, commonly referred to as β€œislanded” power generation facilities.

The EPA has clarified that power generation facilities not linked to the public electricity grid are exempt from certain pollution regulations under the Clean Air Act. This guidance could significantly impact how data centers manage their energy sourcing and environmental compliance.

27. I accidentally turned LLM memory into program analysis (pwning.systems)

Why I stopped trying to give LLM agents a better memory and instead built Lemmalog, a Datalog engine that maintains an agent's knowledge as analysis state, with provenance, retractions and incremental evaluation, plus what happened when I benchmarked it on LongMemEval and LoCoMo.

After shifting focus from enhancing LLM memory, the author developed Lemmalog, a Datalog engine designed to manage an agent’s knowledge effectively. The article details its features like provenance and incremental evaluation, along with performance insights from benchmarks on LongMemEval and LoCoMo.

29. Please stop flooding our projects with AI slop to furnish your CV (neilalexander.dev)

Successful contributions to open source projects are a kind of currency. GitHub in particular encourages this in a number of ways: by showing avatars of contributors on repository pages, by showing your contributions to your followers via the activity feed and by signalling contributions per day on the activity graph of your profile. Potential hiring managers often take note of this. Recruiters often find and screen candidates this way. If you are a software developer (either existing or aspiring) looking for work, tuning these signals can often work to your advantage.

Open source contributions can enhance your visibility to potential employers, but the quality of those contributions matters. This piece argues against the trend of submitting low-effort AI-generated work solely for the sake of boosting CVs, urging developers to prioritize meaningful contributions instead.

30. Show HN: We built open OpenRouter that turns usage into a better model (github.com)

An open source model gateway that provides one control plane across closed, open-source, local, and custom models. - experientiallabs/experiential

An open source model gateway has been developed to streamline the management of various self-hosted and open source models. Built in Rust for efficiency, it handles multiple configurations and minimizes latency, making it a practical tool for developers working with machine learning models.

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