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Show HN: The Analyst (A data science analytics simulator)
Data science education has a gap that tutorials and competitions do not fill: the messy reality of working with unreliable data, unclear stakeholder requests, and systems that do not behave like textbook examples. The Analyst, a b...
CERN Renounces RHEL in Favor of Debian for Its Accelerator Controls Infrastructure
CERN is moving its accelerator-control fleet from Red Hat-derived Linux to Debian. The decision, presented by engineers Federico Vaga and Nikos Tsipinakis at MiniDebConf Winterthur, marks a sharp break from two decades of building...
Escaping Containment
A Hacker News comment describing a day spent building software with AI has captured a sentiment that is becoming increasingly common among developers: the feeling that the pace of AI advancement has outpaced the ability to underst...
Ask HN: Looking for an old submission about sneering culture
A developer on Hacker News is searching for a blog post that left a lasting impression: a thoughtful piece about sneering culture in programming communities, specifically the dismissive attitudes that developers direct at each oth...
Java News Roundup: TornadoVM 6, JReleaser, LangChain4j, Java Operator SDK, JHipster, Yupiik Fusion
The Java ecosystem shipped a batch of releases in the last week of August, and two of them mark real architectural shifts rather than routine version bumps. TornadoVM 6.0 reached general availability with a full replacement of the...
Design Docs Are All You Need: An AI-native Machine-Learning Performance Tool
ML Performance Tools Break Every Year. What If You Regenerated Them Instead of Maintaining Them? Machine-learning performance modeling sits at the worst possible intersection in computing. Above it, model architectures mutate mont...
The age of "Software Deslopers" is coming
A post on Hacker News is predicting a career reinvention for software developers: the "software desloper," a professional hired to clean up the technical debt created by rapid AI-assisted code generation. The term is playful, but...
What are you willing to spend 2 hours on?
A developer on Hacker News is describing a tension that comes with having less time and more experience: the more selective you become about how you spend your hours, the less room you leave for the unplanned discoveries that prod...
Cutting (Claude Code) token spend on dynamic workflows 80%
A developer running dynamic workflows with Claude Code has documented an approach that cut token spending by 80% and reduced workflow execution time from five or six hours to twenty or forty minutes. The method works by standardiz...
Building a new programming language – looking for contributors
A new programming language called Shaft is attempting to match Rust's safety guarantees while remaining more readable and easier to use. The project is at an early stage, with a C++ and LLVM bootstrap compiler and a self-hosted co...