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  • 2026-04-27 13:00
    OpenAI has rolled out a major upgrade to ChatGPT's image generation stack, and the jump is not subtle. In OpenAI's official announcement , the company says the new system is faster, follows instructions better, preserves details more reliably across edits, renders text more cleanly, and now lives inside a dedicated Images experience in ChatGPT. It also says outputs can be generated up to four times faster than before. That alone would make it a meaningful product update. The more interesting shift is how believable these images are starting to look, especially when the model is asked to generate screenshots, UI mockups, or desktop scenes that look like they came from a real device. If you want a quick refresher on how to create AI images in ChatGPT , this release pushes that workflow much further. Examples from OpenAI's ChatGPT image 2 rollout show how polished and varied the new outputs can look. What the Launch Actually Adds It can generate original images, edit uploaded photos more precisely, preserve details across multiple revisions, handle smaller and denser text better, and produce outputs in more aspect ratios. OpenAI also says the model is better at keeping people and objects consistent across edits, which helps ..
  • 2026-04-14 00:00
    Animal Forest (“ Dōbutsu no Mori ” or “どうぶつの森”) was released in Japan for the Nintendo 64 on April 14th, 2001: exactly 25 years ago today! To celebrate this beloved franchise I have created calendars for each of the “ first-generation ” Animal Crossing games that you can load into calendar apps like Google Calendar or Apple Calendars to see events from your town. These calendars include holidays, special events, igloo and summer campers, and more. Additionally, I've created a tool which can generate importable calendars for the birthdays of villagers in your town using data from future titles and star signs from e-Reader cards . Select which game, region, and language you are interested in and then scan the QR code or copy the URL and import the calendar manually into your calendar application. Note that calendars are only available for a valid “game + region + language” combinations such as: “Animal Forest e+ + NTSC-J + Japanese”. Continue reading on sethmlarson.dev ... Thanks for keeping RSS alive! ♥
  • 2026-03-20 00:00
    Trees take quite a while to grow. If someone 50 years ago planted a row of oaks or a chestnut tree on your plot of land, you have something that no amount of money or effort can replicate. The only way is to wait. Tree-lined roads, old gardens, houses sheltered by decades of canopy: if you want to start fresh on an empty plot, you will not be able to get that. Because some things just take time. We know this intuitively. We pay premiums for Swiss watches, Hermès bags and old properties precisely because of the time embedded in them. Either because of the time it took to build them or because of their age. We require age minimums for driving, voting, and drinking because we believe maturity only comes through lived experience. Yet right now we also live in a time of instant gratification, and it's entering how we build software and companies. As much as we can speed up code generation, the real defining element of a successful company or an Open Source project will continue to be tenacity. The ability of leadership or the maintainers to stick to a problem for years, to build relationships, to work through challenges fundamentally defined by human lifetimes. Friction Is Good The current generation of startup founders and programmers ..
  • 2026-03-10 12:33
    This post announces fluent-codegen , a Python library for generating Python code. Not everyone needs this, but when you need it, you'll probably know, and you'll want probably want a decent solution that is not based on string concatenation. The history of this project is that it started out as a codegen module in fluent-compiler , which is an implementation of Project Fluent , Mozilla's internationalisation solution. So the word “fluent” referred to that originally, but now it refers to a set of nice APIs for building up Python expressions. As I needed a code generation library for another purpose, I pulled out this library and fleshed it out into a relatively complete, standalone project. It has also evolved quite a bit since its earlier form, and is a pretty well rounded library now. You can check out the nice docs , which include a nice little toy example of a “SVG to Python Turtle” compiler. Enjoy!
  • 2026-03-05 07:30
    When I sit down to code, these are the tools I use at this time whenever I touch code. In alphabetical order: Atuin Atuin is a replacement for the default shell history. It saves your history to a local, encrypted SQLite database. Then it allows for blazing fast searches. You can sync your history across devices, and is has a lot of other features. I can't imagine using a terminal without Atuin. For OSX users, I recommend installing following these instructions . bat A Rust-based cat replacement. It has syntax highlighting, line numbers, and a lot of other features that make it a great tool for quickly looking at files in the terminal. Ghostty Ghostty is a fast, feature-rich, and cross-platform terminal emulator that I believe works everywhere. Yes, TMUX (and competitors) are more configurable and have more features, but Ghostty just works out of the box . Ghostty eschews the arcane key combinations of its predecessors in favor of intuitive keybindings. A ghostty terminal can be split horizontally and vertically and copy/paste works as expected. It also doesn't appear to interfere with any other shell tool, something that annoyed me about TMUX. Usually I have three vertical panels: On the far left a panel for running ..
  • 2026-02-07 00:22
    Back in the day Heroku felt like magic for small Django side projects. You pushed to main , it built and deployed automatically, and the free tier was generous enough that you could experiment without ever pulling out a credit card. For a long time, Heroku was the easiest way to get something live without worrying about servers, deployment scripts, or infrastructure at all. Every Python developer I knew recommended it. Sadly, that era is over. The slow decline The problems started piling up in 2022. In April, hackers stole OAuth tokens used for GitHub integration, gaining access to customer repositories. It later emerged that hashed and salted customer passwords were also exfiltrated from an internal database . Heroku forced password resets for all users. Their handling of the incident was widely criticized: they revoked all GitHub integration tokens without warning, breaking deploys for everyone, and communication was slow and vague . Then in August 2022, Heroku announced they would eliminate all free plans , blaming “fraud and abuse.” By November, free dynos, free Postgres databases, and free Redis instances were all gone. Look, I understand this wasn't sustainable for the company. But they lost an entire generation of developers ..
  • 2026-01-26 13:29
    Chaque début d'année invite à l'exercice des perspectives. Certaines phrases apparaissent comme immuables dans de nombreuses publications.
  • 2025-12-08 12:38
    5G continues to transform the telecommunications landscape, enabling massive device density, edge computing, and new enterprise use cases. However, operators still face significant cost pressures: from accelerating RAN modernization and 5G SA rollouts to energy demands and the shift to cloud-native network functions (CNFs). As telcos redesign their infrastructure strategies, open source has become a key lever to reduce costs, increase flexibility, and accelerate innovation. This blog outlines today's primary 5G infrastructure challenges and highlights how modern open source cloud technologies from Canonical help operators address them. The telco dilemma: 5G infrastructure challenges With the advancements of 5G and more complex deployments, telcos face several challenges in building and maintaining 5G infrastructure, including: High investment costs: 5G infrastructure requires significant investment in new hardware and software, especially for hosting the virtualization infrastructure necessary to run 5G software Rising OPEX and energy costs: Power consumption of distributed 5G sites is now one of the largest operational expenses. Cloud-native complexity: Moving from virtualized network functions (VNFs) to cloud-native ..
  • 2025-12-04 17:55
    My Debian contributions this month were all sponsored by Freexian. I had a bit less time than usual, because Freexian collaborators gathered in Marseille this month for our yearly sprint, doing some planning for next year. You can also support my work directly via Liberapay or GitHub Sponsors . OpenSSH I began preparing for the second stage of the GSS - API key exchange package split (some details have changed since that message). It seems that we'll need to wait until Ubuntu 26.04 LTS has been released, but that's close enough that it's worth making sure we're ready. This month I just did some packaging cleanups that would otherwise have been annoying to copy, such as removing support for direct upgrades from pre-bookworm. I'm considering some other package rearrangements to make the split easier to manage, but haven't made any decisions here yet. This also led me to start on a long-overdue bug triage pass, mainly consisting of applying usertags to lots of our open bugs to sort them by which program they apply to, and also closing a few that have been fixed, since some bugs will eventually need to be reassigned to GSS - API packages and it would be helpful to make them easier to find. At the time of writing, about 30% of ..
  • 2025-12-03 12:00
    The Django team is happy to announce the release of Django 6.0. The release notes assembles a mosaic of modern tools and thoughtful design. A few highlights are: Template Partials: modularize templates using small, named fragments for cleaner, more maintainable code. (GSoC project by Farhan Ali Raza , mentored by Carlton Gibson ) Background Tasks: run code outside the HTTP request-response cycle with a built-in, flexible task framework. ( Jake Howard ) Content Security Policy (CSP): easily configure and enforce browser-level security policies to protect against content injection. ( Rob Hudson ) Modernized Email API: compose and send emails with Python's EmailMessage class for a cleaner, Unicode-friendly interface. ( Mike Edmunds ) You can get Django 6.0 from our downloads page or from the Python Package Index . The PGP key ID used for this release is Natalia Bidart: 2EE82A8D9470983E With the release of Django 6.0, Django 5.2 has reached the end of mainstream support. The final minor bug fix release, 5.2.9 , was issued yesterday. Django 5.2 will receive security and data loss fixes until April 2028. All users are encouraged to upgrade before then to continue receiving fixes for security issues. Django 5.1 has ..
  • 2025-12-01 18:00
    December 1, 2025 – Canonical, the publisher of Ubuntu, today announced the availability of certified images for the Qualcomm Dragonwing™ IQ-9075 platform. This high-performance industrial platform is now fully supported with optimized images for Ubuntu 24.04 LTS. The certified images are available for both Ubuntu Server and Desktop, equipping developers with a robust and securely designed software foundation necessary for next-generation industrial automation, robotics, and edge AI applications. This launch builds on the general availability of Ubuntu for the QCS6490 and QCS5430 processors , with today's announcement being the latest instance of Canonical support for Qualcomm's Dragonwing™  processors. Resilience and performance for edge AI  The Qualcomm Dragonwing™ IQ-9075 is designed for the next generation of industrial automation systems, handling everything from real-time analytics to on-device Generative AI. Designed for extreme edge AI, IQ-9075 combines high-performance with physical resilience. The platform can deliver up to 100 TOPS of on-device AI compute in thermal junction temperatures ranging from -40℃ to +115℃.  By certifying Ubuntu for the IQ-9075 platform, Canonical ensures that enterprises get a seamless out-of-the-box ..
  • 2025-11-19 12:00
    Django 6.0 release candidate 1 is now available. It represents the final opportunity for you to try out a mosaic of modern tools and thoughtful design before Django 6.0 is released. The release candidate stage marks the string freeze and the call for translators to submit translations . Provided no major bugs are discovered that can't be solved in the next two weeks, Django 6.0 will be released on or around December 3. Any delays will be communicated on the on the Django forum . Please use this opportunity to help find and fix bugs (which should be reported to the issue tracker ), you can grab a copy of the release candidate package from our downloads page or on PyPI. The PGP key ID used for this release is Natalia Bidart: 2EE82A8D9470983E
  • 2025-11-18 16:10
    A new Linux Foundation report reveals how organizations worldwide are adopting, using, and perceiving open source software. The Linux Foundation's latest report , The state of global open source , has just been released in collaboration with Canonical. The report follows the Linux Foundation's European spotlight report , released earlier this year, and confirms that many of the trends the European spotlight report unveiled are true on a global scale. In particular, the global spotlight report confirms the role of open source software as the foundation of business-critical systems worldwide, and indicates a continued increase in adoption. However, organizations continue to lack the governance, security testing, and strategic maturity required to manage open source strategically and securely.  The report suggests that most organizations expect enterprise-grade performance from open source software, but under-invest in the required governance frameworks, security practices, and community engagement.  Download the report 83% of organizations acknowledge open source is valuable to their future According to the report, the trend of increasing open source adoption in the enterprise is set to continue, as 83% of enterprises consider ..
  • 2025-10-31 16:47
    The results from the 2025 Django Developers Survey are now available. This is the fourth annual report conducted from November 2024 to January 2025 by the Django Software Foundation in collaboration with JetBrains PyCharm . The full report contains infographics, quotes, and dedicated sections so you can easily navigate through all the results. There is also a The State of Django 2025 blog post highlighting key Django trends in 2025 and actionable ideas for your own Django development.
  • 2025-10-08 17:26
    Ubuntu Budgie 25.10 (Questing Quokka) is a Standard Release with 9 months of support by your distro maintainers and Canonical, from Oct 2025 to July 2026. These release notes showcase the key takeaways for 25.04 upgraders to 25.10. Please note – there is no direct upgrade path from 24.04.3 to 25.10; you must uplift to 24.10 first or perform a fresh install. In these release notes the areas… Source
  • 2025-09-17 11:00
    Django 6.0 alpha 1 is now available. It represents the first stage in the 6.0 release cycle and is an opportunity to try out the changes coming in Django 6.0. Django 6.0 assembles a mosaic of modern tools and thoughtful design, which you can read about in the in-development 6.0 release notes . This alpha milestone marks the feature freeze. The current release schedule calls for a beta release in about a month and a release candidate roughly a month after that. We'll only be able to keep this schedule with early and frequent testing from the community. Updates on the release schedule are available on the Django forum . As with all alpha and beta packages, this release is not for production use. However, if you'd like to take some of the new features for a spin, or help find and fix bugs (which should be reported to the issue tracker ), you can grab a copy of the alpha package from our downloads page or on PyPI. The PGP key ID used for this release is Natalia Bidart: 2EE82A8D9470983E
  • 2025-09-04 15:02
    This summer I participated in the Google Summer of Code program with Django. My work focused on introducing keyboard shortcuts to the Django admin interface which led to a new package: django-admin-keyshortcuts . Proposal and Community Discussions My original GSoC proposal was to improve the existing django-admin-keyboard-shortcuts package maintained by one of my mentors, Tom. The plan was to fix bugs, add new keyboard shortcuts, build a command palette, and eventually merge these features into Django's core admin. I initially thought getting my GSoC proposal accepted meant I could dive straight into coding. But Tom explained that Django has its own process for new features, which starts off with community discussions. After posting on the forum and gathering feedback, we decided to focus on keyboard shortcuts only, and continue exploring that in packages rather than target Django core immediately. This way the feature can be tested and improved more quickly without waiting on Django's long release cycle . The accessibility team helped drafting keyboard shortcuts outlining key requirements and expected outcomes, in particular making sure shortcuts would be widely compatible with browsers and assistive technologies. That document ..
  • 2025-08-06 07:53
    Today we've issued the 5.2.5 bugfix release. The release package and checksums are available from our downloads page , as well as from the Python Package Index. The PGP key ID used for this release is : 3955B19851EA96EF
  • 2025-08-04 07:00
    The 2025 version of the EuroPython conference took place both online and in person in July 2025. This was the third conference under our current Code of Conduct (CoC) , and we had Code of Conduct working group members continuously available both online and in person. Reports Over the course of the conference, the Code of Conduct team was made aware of the following issue: One person was uncomfortable with certain phrases being used in one of the poster sessions. The author was informed, and the phrases reported were removed by the author from their poster presentation promptly. Thank you the Code of Conduct team responded to the issue reported.