Open source news — new project releases, community governance, licensing updates, and open-source AI models including Llama, Mistral, and others.
This article provides a comprehensive framework for handling Google's core algorithm updates, which are described as the largest and most disruptive changes Google makes to its ranking systems. It outlines a dual-purpose…
This article serves as a comprehensive reference for implementing Schema.org structured data using JSON-LD, emphasizing its critical role for Google, AI crawlers, and SERP features in 2026. It details the modern "@id gra…
This article serves as a comprehensive guide for establishing and managing business entities within Google's Knowledge Graph, utilizing Wikidata and Wikipedia as primary tools. It explains that entity recognition leads t…
Google's 18 spam policies define manipulative practices that can result in ranking suppression, deindexing, or manual penalties, operating independently from quality frameworks like E-E-A-T. The March 2024 update added t…
This article provides a technical framework for optimizing content to appear in Google AI Overviews and AI Mode, which are powered by the Gemini 3 Pro model. It explains that citation in these AI surfaces has "decoupled"…
This article provides a comprehensive technical framework for earning citations and brand mentions across OpenAI's family of web search surfaces, including ChatGPT Search, SearchGPT, the ChatGPT agent, and ChatGPT Atlas.…
Based on the article, AI Citation optimization is a practice focused on structuring content so that AI engines like ChatGPT, Claude, and Gemini select it as a source, which is distinct from traditional SEO. The framework…
Based on the provided text, this document serves as a comprehensive installation and audit reference for implementing Google's E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) framework on any website …
The author spent seven days developing ChatProof, a testing framework for AI chat UIs, before realizing that product-market work like cold outreach and positioning was not their strength. They pivoted to shipping small, …
The article describes "ai-engineering-from-scratch," a comprehensive, 20-phase curriculum with 435 lessons requiring about 320 hours of study. Unlike superficial tutorials, it teaches the underlying mathematics and build…
The article explains that data engineering is shifting from complex distributed clusters to single-node processing, driven by modern hardware with many cores and large memory, as well as new tools like DuckDB and Polars …
The article announces the release of yard-timekeeper v0.1.0, a RubyGem designed to eliminate timestamp-only churn in generated YARD HTML documentation that is checked into git repositories. The tool works by comparing ne…
The article summarizes tests of Multi-Token Prediction (MTP) on Qwen 3.6 27B and 35B models using a 16GB RTX 4080 GPU. For the 27B model, MTP at a draft depth of 2 provided a 67% speed increase (75 t/s) but halved the us…
This Lua script adds a "superpin" feature to the Hyprland window manager, allowing users to toggle a window as "sticky" by pressing Super + Grave. When enabled, superpinned windows automatically move to follow the active…
On April 27, 2026, the Cx language project saw no new development, allowing the team to focus on a growing "merge gap" between the experimental "submain" branch and the stable "main" branch. Submain is 21 commits ahead o…
The article describes the creation of The Polyglot Protocol, an open-source framework designed to address common failure modes in AI coding agents, such as ignoring repository conventions, inventing APIs, and skipping va…
The article describes the creation of the PHP Deployment Kit, a universal deployment tool designed to eliminate repetitive tasks and handle complex edge cases in PHP project deployments. The kit addresses common pain poi…
The article describes how the author grew frustrated with uploading sensitive files to unknown online tools and decided to build their own browser-based alternatives using WebAssembly and client-side code. This led to th…
The article explains that "long-term support" (LTS) in Linux distributions primarily means receiving security fixes for a set number of years, not guaranteed stability or fewer bugs. It clarifies that LTS releases freeze…
The article describes the author's attempt to integrate the i3 tiling window manager with the Emacs text editor by creating shared keybindings. After finding that using a script with xdotool and emacsclient was too slow …