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Python 3.15's interpreter for Windows should be 15% faster

Phoenix: A modern X server written from scratch in Zig

We invited a man into our home at Christmas and he stayed with us for 45 years

Project Dropstone: A Neuro-Symbolic Runtime for Long-Horizon Engineering [pdf]

Tell HN: Merry Christmas!

Mattermost restricted access to old messages after 10000 limit is reached

The First Photographs of Snowflakes Discover the Groundbreaking Microphotography

The Fisher-Yates shuffle is backward

Self-referencing Page Tables for the x86-Architecture

How Artificial Intelligence Can Help Us Connect with Customers

In software development, success means going beyond meeting requirements. We must create products that surprise and delight users and are innovative, create impactful solutions, Ken Hughes said in the keynote “Connection is Everything”. AI can help us connect with customers and create better user experiences. By Ben Linders

AWS and Google Cloud Preview Secure Multicloud Networking

In a surprising move, AWS and Google Cloud have recently partnered to simplify multicloud networking, introducing a common standard and leveraging "AWS Interconnect - Multicloud" and "Google Cloud's Cross-Cloud Interconnect". The new option makes it easier for organizations to manage and secure workloads across both clouds, with Azure expected to join in 2026. By Renato Losio

Orion: New Zero-Telemetry, Zero-Ad, AI-Proof Browser for Privacy-Focused Users

Kagi has released Orion 1.0, a web browser that features privacy by default, zero telemetry, and no integrated ad-tracking technology. Orion supports both Chrome and Firefox extensions and intentionally excludes AI from its core to prioritize security, privacy, and performance. Orion targets macOS and iOS, with upcoming Linux and Windows versions. Orion is based on WebKit. By Bruno Couriol

Cactus v1: Cross-Platform LLM Inference on Mobile with Zero Latency and Full Privacy

Cactus, a Y Combinator-backed startup, enables local AI inference to mobile phones, wearables, and other low-power devices through cross-platform, energy-efficient kernels and a native runtime. It delivers sub-50ms time-to-first-token for on-device inference, eliminates network latency, and defaults to complete privacy. By Sergio De Simone

Presentation: Ecologies and Economics of Language AI in Practice

Jade Abbott discusses the shift from massive, resource-heavy models to "Little LMs" that prioritize efficiency and cultural sustainability. She explains how techniques like LoRA, quantization, and GRPO allow for high performance with less compute. By sharing the "Ubuntu Punk" philosophy, she shares how to move beyond extractive data practices toward human-centric, sustainable AI systems. By Jade Abbott

Python Workers Redux: Wasm Snapshots and Native uv Tooling

Cloudflare's latest advancements in Python Workers revolutionize serverless performance with near-instant cold starts, expanded package compatibility, and streamlined workflows via the uv package manager. By leveraging memory snapshots and WebAssembly, Cloudflare drastically reduces startup times, making Python a prime choice for AI and data science applications. By Steef-Jan Wiggers

Nuxt Introduces Native Request Cancellation and Async Handler Extraction for Performance Gains

Nuxt 4.2 elevates the developer experience with native abort control for data fetching, improved error handling, and experimental TypeScript support. With a 39% reduction in bundle sizes and a streamlined app directory, this release enhances performance and project organization, positioning Nuxt as a leading choice for full-stack web applications built on Vue.js. By Daniel Curtis

OpenAI and Anthropic Donate AGENTS.md and Model Context Protocol to New Agentic AI Foundation

OpenAI and Anthropic have donated their AGENTS.md and Model Context Protocol projects to the Agentic AI Foundation (AAIF), a new directed fund under the Linux Foundation. Block contributed their agent framework, goose, as another founding project, and several other tech companies have joined as Platinum members. By Anthony Alford

Pinecone Introduces Dedicated Read Nodes in Public Preview for Predictable Vector Workloads

Pinecone recently announced the public preview of Dedicated Read Nodes (DRN), a new capacity mode for its vector database designed to deliver predictable performance and cost at scale for high-throughput applications such as billion-vector semantic search, recommendation systems, and mission-critical AI services. By Craig Risi

Mark Cuban says AI allows "creators to become exponentially more creative," but his advice didn’t land well with people working in the industry

[D]2025 Year in Review: The old methods quietly solving problems the new ones can't

Ruby 4.0.0 Released | Ruby

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Nvidia buying AI chip startup Groq's assets for about $20 billion in largest deal on record, according to Alex Davis, CEO of Disruptive, which led the startup’s latest financing round in September.

One Formula That Demystifies 3D Graphics

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How Email Actually Works | EP: 1 Behind The Screen

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Z.ai

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GLM-4.7

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Qwen

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Google

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Tongyi-MAI

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NVIDIA

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Microsoft

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TRELLIS.2-4B

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makeplane

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plane

🔥 🔥 🔥 Open Source JIRA, Linear, Monday, and Asana Alternative. Plane helps you track your issues, epics, and cycles the easiest way on the planet.

pathwaycom

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pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

yt-dlp

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yt-dlp

A feature-rich command-line audio/video downloader

huggingface

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

vwxyzjn

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cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

StarRocks

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starrocks

The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.

frappe

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hrms

Open Source HR and Payroll Software

ruby

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ruby

The Ruby Programming Language

donnemartin

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.