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Wayland 1.25: protocol updates and protocols
Wayland 1.25 release with improvements in documentation, text input, and color. Details on `wl_surface.get_release`, IME protocols, and HDR. Study the changes for compositor development.
Kimi K2.5 competes with GPT-5.4 without VPN
Testing 54 LLM: Kimi K2.5 and MiniMax lead among those available from Russia. Comparison on managers' tasks, benchmarks, examples. Choose a model for analytics and communication.
WIC in Direct2D: image decoding
Study Windows Imaging Component interfaces for decoding from files, streams, memory. Code examples IWICBitmapDecoder, FrameDecode. For middle/senior developers. Start working with WIC.
Architecture for 9 trillion records on a server
Learn how to store trillions of Milky Way stars in sparse files with Z-encoding. Scalable system without indexes for middle/senior dev. Implement it yourself.
Cursor Trigram Indexes for Fast Regex Search
Learn how Cursor sped up regex search in the IDE via local trigram indexes and sparse n-grams. Details on implementation for monorepo. Dive into optimization for middle/senior dev.
CellVoyager: AI for scRNA-seq analysis
Autonomous AI agent CellVoyager analyzes single-cell data, finds new patterns in COVID and aging. Benchmarks, architecture, and implementation for bioinformaticians. Learn more.
Zuckerberg's AI Twin in Meta for Employees
Meta is creating a realistic AI avatar of Mark Zuckerberg for communication with the team. Learn about technologies, challenges, and impact on business. Read the analysis of AI development in corporations.
Hybrid RAG without cloud: search in corporate documents
How to implement hybrid RAG for document search without data leaks? We break down the architecture of a self-hosted solution for regulated industries. Learn more.
Breakthrough in superconductivity: gallium against magnetic fields
Scientists overcame the Pauli limit using layers of gallium and graphene. Learn how this will change quantum technologies and electronics. Read the analysis of implications for the industry.
Self-hosted AmneziaWG: installation with web panel
Deploy AmneziaWG 2.0 on VPS with scripts and web interface. Client management, traffic masking, CLI commands. Instructions for middle/senior dev without root risks. Start setup.