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  • 2025-10-30 05:00
    Due to the Malcolm Tredinnick Memorial Prize announcement in September, we paused our regular DSF Member of the Month feature for that month. For October 2025, we welcome Anna Makarudze as our DSF member of the month! ⭐ Anna is a Django Girls+ Trustee and has dedicated years to growing Django globally. She served as DSF President and founded DjangoCon Africa, helping expand Django's reach in the world. She has been a DSF member since August 2016. You can learn more about Anna by visiting Anna's Linkedin profile and her GitHub Profile . Let's spend some time getting to know Anna better! Can you tell us a little about yourself (hobbies, education, etc) I graduated with a BSc (Hons) in Computer Science from Midlands State University, Gweru, Zimbabwe, many years ago (2009). I am now pursuing an MSc in Software Engineering at Blekinge Institute of Technology in Karlskrona, Sweden, courtesy of a scholarship from the Swedish Institute. I have completed numerous courses for various IT certifications over the years, most of which have expired. I have also taken management courses to keep upskilling myself, as I enjoy learning. Regarding hobbies, I enjoy baking, especially trying out new cake and pastry recipes for fun; it's my ..
  • 2025-10-21 08:05
    Ubuntu 25.10 Questing Quokka has landed, marking the final interim release before Ubuntu 26.04 LTS,  and it's a bold one. Interim releases have always been the proving grounds for features that define the next LTS, and this cycle is no exception. From memory-safe reimplementations of foundational tools to hardware-backed encryption, post-quantum cryptography preparedness, and confidential computing, 25.10 pushes Ubuntu security into its next era, and the trajectory is clear: Ubuntu is building a more secure foundation for the next decade of computing. Memory safety takes center stage Ubuntu 25.10 defaults to sudo-rs, a Rust implementation of sudo. This change directly addresses a history of memory corruption vulnerabilities in security-critical code. The sudo vulnerability CVE-2021-3156, which existed undetected from 2011 to 2021, demonstrates why this matters; memory safety guarantees at the compiler level prevent entire categories of these bugs. Similarly, we now ship rust-coreutils as the default provider of utilities like ls, cat, and cp. The GNU implementations remain available, and users can switch between them if needed. We maintain a compatibility matrix documenting behavioral differences, though most users won't encounter ..
  • 2025-10-16 16:00
    Summary: I just updated my Immigration Enforcement Streamlit App  with Border Patrol data from the current administration. This post walks through what changed and why it matters. Last week, I published Visualizing 25 Years of Border Patrol Data in Python , which explored long-term trends in Border Patrol "encounters" along the Southwest Land Border. At the time, the dataset ended in November 2024. I've now extended the dataset to include the current fiscal yearand the results are striking. What's new? The encounters module now integrates two sources: A historic spreadsheet covering FY2000–FY2024, published by the Office of Homeland Security Statistics (OHSS). This dataset was the topic of my last post. A CSV file from CBP's Southwest Land Border Encounters page , which provides monthly data for FY2025. It currently includes data through August 2025. You can view the updated visualization in my Immigration Enforcement Streamlit App . What does the data show? The lowest monthly encounter values in the entire 25-year dataset all occur after the start of President Trump's second term , beginning in February 2025. To visualize this, you can run: import encounters encounters.get_sw_border_encounters_graph() ..
  • 2025-09-24 15:00
    Designing a new, robust, sustainable, and truly holistic approach to cybersecurity Talk to any cybersecurity expert or IT security manager, and they'll tell you they're sick of alerts and issues. For a while now, the industry has slowly been realizing that there's a better way to improve cybersecurity and resolve security issues in IT without taking on an issue-by-issue ‘whack-a-mole' approach.  In fact, I recently read an interesting article by the co-founder of Crash Override, Mark Curphey, regarding exactly this problem in cybersecurity. The piece highlights how our industry has long been stuck in an endless cycle of reactive threat-by-threat game of ‘whack-a-mole' that spends all its time on emergencies and nearly no time on the systemic issues that create them – resulting in people who are “drowning in issues and alert fatigue”. What's wrong with cybersecurity ‘whack-a-mole'? The main problem with the issue-by-issue or CVE-by-CVE approach is that it's inefficient, repetitive, and risky. After all, not all vulnerabilities are equal: some are severe and need instant action; others are minor but take major effort to patch. And that's without considering how tricky managing individual CVEs can be. Take for example CVE-2025-32462 ..
  • 2025-09-15 12:35
    Have you ever thought to yourself: "Wouldn't it be nice to run Jupyter Notebooks in my terminal?" Well, you're in luck. The new Erys project not only makes running Jupyter Notebooks in your terminal a reality, but Erys also lets you create and edit the notebooks in your terminal! Erys is written using the fantastic Textual package . While Textual handles the front-end in much the same way as your browser would normally do, the jupyter-client handles the backend, which executes your code and manages your kernel. Let's spend a few moments learning more about Erys and taking it for a test drive. Installation The recommended method of installing Erys is to use the uv package manager .  If you have uv installed, you can run the following command in your terminal to install the Erys application: $ uv tool install erys Erys also supports using pipx to install it, if you prefer. Once you have Erys installed, you can run it in your terminal by executing the erys command. Using Notebooks in Your Terminal When you run Erys, you will see something like the following in your terminal: This is an empty Jupyter Notebook. If you would prefer to open an existing notebook, you would run the following command: erys PATH_TO_NOTEBOOK ..
  • 2025-09-11 12:13
    How Vaultara achieved FedRAMP compliance with Ubuntu Pro Ubuntu Pro helps businesses worldwide to innovate and shape the future. In this edition of What our users make with Pro , we talk to Dave Monk , CTO of Vaultara , a FedRAMP approved data-sharing platform trusted by the US government. Dave shares how Ubuntu Pro became a cornerstone of Vaultara's security, compliance, and open-source ethos. Tell us about your project or business. I'm the CTO of Vaultara. We've built a secure data-sharing platform that helps clients and their partners exchange information across separate networks. Our solution is currently used by the US government, and we've achieved FedRAMP compliance – which is a major milestone for any technology company. Are you a part of the Ubuntu or broader open-source community? I've been using Ubuntu for close to 20 years. I started in a Windows environment but quickly gravitated toward Linux because of the openness and flexibility. I wouldn't call myself a programmer – more of a technologist – but I've built much of my career and our business around open source. We contribute by giving feedback to projects we use, pushing PRs for open-source libraries, and supporting the community ethos. For me, giving back ..
  • 2025-09-01 14:05
    La société suédoise entend ériger un centre de données souverain de 96 MW et 50 000 GPU. Il sera entièrement dédié à l'IA. Son ambition : proposer une alternative aux géants américains du secteur.
  • 2025-08-27 13:24
    In this episode, we have the honor of having Nicolas Rougier on our show. Nicolas is a researcher and team leader at the Institute of Neurodegenerative Diseases (Bordeaux, France). We discuss how Nicolas utilizes computational models and neural networks in his research on the brain. We also talk about Nicolas's history with Python, his work on Glumpy and VisPy , and much, much more! Links Nicolas's GitHub page Scientific Visualization: Python & Matplotlib , an open access book on scientific visualization. From Python to Numpy , an open access book on numerical computing Braincraft 100 Numpy Exercises is a collection of 100 numpy exercises, from easy to hard.
  • 2025-08-07 08:46
    Le secteur technologique mondial est en pleine effervescence autour de l'intelligence artificielle (IA) et du machine learning (ML).
  • 2025-07-27 11:16
    I love conferences. I enjoy everything about them - the nonstop stream of learning, the chance to see old friends and meet new ones, and just generally to be around a lot of interesting, smart, and fun people. And yes, as a trainer, I also enjoy getting a chance to teach - which is fun and exciting for me to do, and allows me to share what I've learned with the general Python community. Plus, it gives people a chance to see what my teaching style is like, and thus (if they want) sign up for my LernerPython site and/or for corporate training. Indeed, I just returned last week from Euro Python 2025 , held in Prague. This was my seventh time attending Euro Python, my seventh time presenting, and my second time volunteering. Which means that I'm now in the "in" crowd - I know many people, I'm familiar with how the conference works, and I (sadly) have too little time to speak with the people I know. But I remember all too well attending my first conferences, and feeling very different: I didn't know anyone, wasn't sure who to talk to (or about what, or where, or how), and generally felt a bit "out." And even after I did meet people, it took me a while to figure out what I should spend time over the 3-4 days of a conference. So, in ..
  • 2025-06-09 05:58
    Theodore Roosevelt is someone I have admired for a long time. I especially appreciate what has been coined the Man in the Arena  speech . A specific excerpt comes to mind after reading world news over the last twelve hours: “It is well if a large proportion of the leaders in any republic, in any democracy, are, as a matter of course, drawn from the classes represented in this audience to-day; but only provided that those classes possess the gifts of sympathy with plain people and of devotion to great ideals. You and those like you have received special advantages; you have all of you had the opportunity for mental training; many of you have had leisure; most of you have had a chance for enjoyment of life far greater than comes to the majority of your fellows. To you and your kind much has been given, and from you much should be expected. Yet there are certain failings against which it is especially incumbent that both men of trained and cultivated intellect, and men of inherited wealth and position should especially guard themselves, because to these failings they are especially liable; and if yielded to, their- your- chances of useful service are at an end. Let the man of learning, the man of lettered leisure, beware of that queer ..
  • 2025-04-23 14:01
    A la suite du milliardaire Peter Thiel, une partie du monde de la tech, qui joue un rôle majeur au sein de la nouvelle administration Trump, assume d'œuvrer à la défense des valeurs et intérêts des Etats-Unis dans le monde.
  • 2025-04-14 21:10
    For April 2025, we welcome Öykü Gümüş as our DSF member of the month! ⭐ Öykü Gümüş has been Django developer for many years. She has been DjangoCon Europe organizer in 2018 and Django Girls mentor in Istanbul for multiple years. She has been a DSF member since November 2019. You can learn more about Öykü by visiting Öykü's GitHub Profile . Let's spend some time getting to know Cory better! Can you tell us a little about yourself (hobbies, education, etc) Hi, I am Öykü, software engineer currently based in Germany. I studied Computer Engineering in Istanbul, and during my university years, I realised I really enjoy being part of tech communities such as Django Girls, PyLadies and etc.. And I have been trying to play an active role in such groups ever since! Apart from that, I like drawing, and currently trying to improve my illustration skills. In general, I enjoy learning new things. For example started learning cello after 25 years of age, and loving every minute of my attempts to play it. I also love cycling and hiking. Germany is offering so much in those areas and I am always looking for a chance to get on the road. How did you start using Django? During my university studies, I started working as a part time developer ..
  • 2025-04-08 08:17
    We are thrilled to announce the release of Charmed Kubeflow 1.10, Canonical's latest update to the widely-adopted open source MLOps platform. This release integrates significant improvements from the upstream Kubeflow 1.10 project, while also bringing a suite of additional capabilities targeted towards enterprise deployments. Charmed Kubeflow 1.10 empowers machine learning practitioners and teams to operationalize machine learning workflows more efficiently, securely, and seamlessly than ever. Highlights from upstream Kubeflow 1.10 Advanced hyperparameter tuning with Trainer 2.0 and Katib Kubeflow Trainer 2.0 introduces enhanced capabilities designed to simplify hyperparameter optimization. In combination with Katib, a new high-level API specifically supports hyperparameter tuning for large language models (LLMs), reducing manual intervention and accelerating fine-tuning workflows. Additionally, Katib now supports: Multiple parameter distribution types, including log-uniform, normal, and log-normal distributions. Push-based metrics collection mechanism, enhancing performance and simplifying administration. Improved scalability and flexibility in Kubeflow Pipelines Kubeflow Pipelines 2.4.1 includes key enhancements ..
  • 2025-04-02 12:08
    La crise provoquée par l'administration Trump peut-elle concrétiser l'idée d'un Nasdaq européen, évoquée depuis plusieurs années, mais jamais mise en œuvre ?
  • 2025-02-27 11:00
    Artificial Intelligence and Machine Learning (AI/ML) are increasingly driving change in telecommunications. Increased adoption is building organizational confidence in the positive impact that AI can bring, which in turn is leading business leaders to push for AI/ML to expand into new use cases. As such, AI/ML will play a key role in bringing new revenue streams to operators at the telco edge.  At Canonical, we work continuously with customers and partners alike to bring the benefits of edge AI to the telecommunications space. That's why we're excited to be at this year's Mobile World Congress (MWC) event in Barcelona. Canonical will showcase the impact of edge AI in three telco-focused demos. These demos will cover real-life applications for edge AI, and be demonstrated using cutting edge hardware from our partners. At our booth, we'll be demonstrating the pivotal role that open source infrastructure, such as Ubuntu and Canonical Kubernetes, continues to play in making edge AI monetization a reality. Our demos are practical and center on three practical edge AI use cases applicable to multiple industry verticals – read on to learn more about each one. Learn more about our demos The Canonical booth at MWC 2025 (Booth 2A90, ..