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Shallow trees with heavy leaves (2020)

Garage – An S3 object store so reliable you can run it outside datacenters

Show HN: Chart Preview – Preview environments for Helm charts on every PR

IBM Research Introduces CUGA, an Open-Source Configurable Agent Framework on Hugging Face

IBM Research has released CUGA (Configurable Generalist Agent) on Hugging Face Spaces, making its enterprise-oriented agent framework easier to evaluate with open models and real workflows. The move positions CUGA as a practical alternative to brittle, tightly coupled agent frameworks that often struggle with tool misuse, long-horizon reasoning, and recovery from failure. By Robert Krzaczyński

AWS Launches ECS Express Mode to Simplify Containerised Application Deployment

AWS has released Amazon ECS Express Mode, bringing a simplified process to deploying containerised web applications and APIs. Express Mode lets users deploy production-ready services in one shot, bypassing the usual detail required around ancillary requirements such as IAM roles, load-balancers and scaling. By Matt Saunders

QConAI NY 2025 - Designing AI Platforms for Reliability: Tools for Certainty, Agents for Discovery

Aaron Erickson at QCon AI NYC 2025 emphasized treating agentic AI as an engineering challenge, focusing on reliability through the blend of probabilistic and deterministic systems. He argued for clear operational structures to minimize risks and optimize performance, highlighting the importance of specialized agents and deterministic paths to enhance accuracy and control in AI workflows. By Andrew Hoblitzell

Google Metrax Brings Predefined Model Evaluation Metrics to JAX

Recently open-sourced by Google, Metrax is a JAX library providing standardized, performant metrics implementations for classification, regression, NLP, vision, and audio models. By Sergio De Simone

AWS Introduces Regional Availability for NAT Gateway

AWS has recently introduced regional availability for the managed NAT Gateway service. The new capability allows developers to create a single NAT Gateway that automatically spans multiple availability zones (AZs) in a VPC, providing high availability, eliminating the need to define separate gateways and public subnets in each zone. By Renato Losio

Decathlon Switches to Polars to Optimize Data Pipelines and Infrastructure Costs

Decathlon, one of the world's leading sports retailers, recently shared why it adopted the open source library Polars to optimize its data pipelines. The Decathlon Digital team found that migrating from Apache Spark to Polars for small input datasets provides significant speed and cost savings. By Renato Losio

AWS Expands Well-Architected Framework with Responsible AI and Updated ML and Generative AI Lenses

At AWS re:Invent 2025, AWS expanded its Well-Architected Framework with a new Responsible AI Lens and updated Machine Learning and Generative AI Lenses. The updates provide guidance on governance, bias mitigation, scalable ML workflows, and trustworthy AI system design across the full AI lifecycle. By Leela Kumili

oRPC Releases Version 1.0 with OpenAPI Support and End to End Type Safety

Introducing oRPC 1.0, a cutting-edge TypeScript library for building typesafe APIs, offering a stable, production-ready solution with full OpenAPI integration. Key features include enterprise-grade type safety, complex type support, and seamless integration with popular frameworks. With superior performance and comprehensive migration guides, oRPC emerges as a choice for modern API development. By Daniel Curtis

QCon AI New York 2025: AI Platform Scaling at LinkedIn

At QCon AI NY 2025, LinkedIn's Prince Valluri and Karthik Ramgopal unveiled an internal platform for AI agents, prioritizing execution over intelligence. By using structured specifications within a robust orchestration layer, they enhance agent observability and interoperability while ensuring human accountability. By Andrew Hoblitzell

Kash Patel Under Fire After Reddit Post Finds Brown Shooting Suspect. The case bungled by the FBI director was only solved thanks to a Reddit user.

Waymo suspends service in San Francisco after driverless cars cause traffic jams during blackout

Big Tech Ramps Up Propaganda Blitz As AI Data Centers Become Toxic With Voters

Scientists find a way to 'reboot' vision in adults with lazy eye

15-minute hep-C test makes same-day treatment possible

llama.cpp appreciation post

No DNA evidence at crime scene? Protein analysis comes to the rescue

Republicans make deepfake AI video of Democrat giving a kid trans hormone therapy. The ad shows Maine Gov. Janet Mills giving little kids syringes with hormones. They couldn't use real video because that never happened.

Jeff and Sanjay's code performance tips

Tongyi-MAI

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Z-Image-Turbo

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NVIDIA

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NVIDIA-Nemotron-3-Nano-30B-A3B-BF16

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Qwen

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Qwen-Image-Layered

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Google

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functiongemma-270m-it

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Tencent

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HY-WorldPlay

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Shakker Labs

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AWPortrait-Z

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Xiaomi MiMo

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MiMo-V2-Flash

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Microsoft

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TRELLIS.2-4B

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Resemble AI

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chatterbox-turbo

Task: text-to-speech

codecrafters-io

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build-your-own-x

Master programming by recreating your favorite technologies from scratch.

NixOS

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nixpkgs

Nix Packages collection & NixOS

termux

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termux-packages

A package build system for Termux.

schollz

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croc

Easily and securely send things from one computer to another 🐊 📦

apache

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doris

Apache Doris is an easy-to-use, high performance and unified analytics database.

jaywcjlove

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awesome-mac

 Now we have become very big, Different from the original idea. Collect premium software in various categories.

dortania

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OpenCore-Legacy-Patcher

Experience macOS just like before

goauthentik

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authentik

The authentication glue you need.

hoppscotch

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hoppscotch

Open-Source API Development Ecosystem • https://hoppscotch.io • Offline, On-Prem & Cloud • Web, Desktop & CLI • Open-Source Alternative to Postman, Insomnia