Codetown ::: a software developer's community
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Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.
Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
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During the Open Source Summit Europe keynote, Jim Zemlin, executive director of the Linux Foundation, revisited the LLM landscape with an emphasis on the effect it has on the industry, the security, quantity and quality of the developed code. He emphasised that DeepSeek’s revolution was validated by the gpt-oss release, OpenAI’s first open-source model.
By Olimpiu PopThe W3C recently published the Portable Network Graphics (PNG) Specification (Third Edition), two decades after the second edition was accepted as a web standard. This update introduces High Dynamic Range (HDR) color, standardizes Animated PNGs (APNGs), and adds Exif metadata support, making PNG a valuable alternative to other formats like AVIF and WebP.
By Bruno CouriolInstacart has redesigned its search infrastructure by replacing Elasticsearch with PostgreSQL, combining lexical and embedding-based retrieval in a single database engine. The change was driven by the cost and complexity of maintaining separate systems for search and transactional workloads. The company aimed to simplify operations, reduce overhead, and improve precision in search results.
By Leela KumiliLoiane Groner shares how Java developers can leverage the Spring AI framework to build robust AI applications. She explains how to integrate LLMs, use memory, implement guardrails for security, and build powerful AI agents, all within the familiar Spring ecosystem.
By Loiane GronerNetflix has introduced a new engineering specialization—Media ML Data Engineering, alongside a Media Data Lake designed to handle video, audio, text, and image assets at scale. Early results include richer ML models trained on standardized media, faster evaluation cycles, and deeper insights into creative workflows.
By Matt Foster
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