GoKawiil
Tech News
The Dark Energy Spectroscopic Instrument team has published an updated version of its Legacy Imaging Surveys, offering free public access to the largest three-dimensional map of the cosmos ever assembled. The dataset spans 5.6 trillion pixels and roughly 75 percent of the sky, cataloging about 4 billion stars, galaxies, black holes and asteroids captured in visible and near-infrared light.
Neuralab, a web development agency, published an analysis arguing that ERP integration requests, often framed casually by clients as a simple connection task, actually involve complex system sequencing and legacy data issues. The piece contrasts building a new storefront, which is a clean greenfield project, with integrating it into an existing ERP or CRM, which requires navigating undocumented, brittle legacy infrastructure.
Industry leaders discussing AI-driven legacy system modernization outlined a two-sided return-on-investment framework: technical gains like faster releases, platform stability, lower operating costs and improved security, alongside business-side gains measured through customer satisfaction metrics such as net promoter scores and app store ratings. They stressed that modernization efforts should be evaluated on both fronts rather than treated purely as IT projects.
A software engineer describes how LLM coding assistants perform well on new, small projects but degrade sharply on older codebases burdened with technical debt and inconsistent naming conventions. The core problem, he argues, isn't the AI model itself but that legacy systems lack a clear, shared vocabulary for concepts, forcing the model to guess and often introduce duplicate or wrong abstractions. He proposes incrementally building clarity into codebases—using domain-driven design principles—so AI agents have unambiguous context to work from.
System 3 Software unveiled James Pond Legacy: The Pond Is Not Enough, a compilation bundling four classic James Pond platformers from the Amiga, Genesis, Commodore 64 and SNES. Fans quickly accused the collection's new artwork of being AI-generated, a suspicion reinforced when System 3's own blog post defending its 'human-led' art process appeared to include AI-style images itself. Series creator Chris Sorrell, who has no ownership or input over the franchise, publicly condemned the release, saying he hopes those behind it 'choke on an AI-generated fishbone.'
Android Authority surveyed over 2,000 readers asking whether they would pay to unlock newer AI features on their older Pixel phones. More than 82% called such a purchase a waste of money, while roughly 10% said they'd rather buy a new phone outright, and just 6.8% would pay a subscription to extend their current device's life.
Following the guilty plea of hacker Connor Moucka, who used stolen but valid credentials to breach over 165 Snowflake customer accounts and steal billions of records including AT&T call logs, Snowflake is phasing out password authentication for non-human service accounts. By October 2026, all legacy service users will be forced onto the SERVICE account type, which cannot authenticate with a password at all.
Dolly Parton, the country music icon known as the 'Queen of Country,' died Tuesday at age 80. Beyond her decades-long music career and business ventures, she is remembered for founding the Imagination Library, a program that has mailed free books to millions of children to encourage early literacy.