Trending

Article: NextGen Search - Where AI Meets OpenSearch Through MCP

In this article, authors Srikanth Daggumalli and Arun Lakshmanan discuss next-generation context-aware conversational search using OpenSearch and AI agents powered by Large Language Models (LLMs) and Model Context Protocol (MCP). By Srikanth Daggumalli, Arun Lakshmanan

Netflix Migrates to Amazon Aurora: 75% Performance Boost and 28% Cost Reduction

Netflix consolidated its relational databases onto Amazon Aurora, cutting costs by 28% and boosting performance by up to 75%. The move from self-managed PostgreSQL reduced operational toil, improving latency for critical apps. This mirrors migrations by Samsung and Panasonic, though benchmarks suggest alternatives like Timescale may suit specific workloads better. By Mark Silvester

TornadoVM 2.0 Brings Automatic GPU Acceleration and LLM support to Java

The TornadoVM project recently reached version 2.0, a major milestone for the open-source project that aims to provide a heterogeneous hardware runtime for Java. The project automatically accelerates Java programs on multi-core CPUs, GPUs, and FPGAs. This release is likely to be of particular interest to teams developing LLM solutions on the JVM. By Ben Evans

Transformers v5 Introduces a More Modular and Interoperable Core

Hugging Face has released the first candidate for Transformers v5, marking a significant evolution from v4 five years ago. The library has grown from a specialized model toolkit to a critical resource in AI development, achieving over three million installations daily and more than 1.2 billion total installs. By Robert Krzaczyński

Meta's Optimization Platform Ax 1.0 Streamlines LLM and System Optimization

Now stable, Ax is an open-source platform from Meta designed to help researchers and engineers apply machine learning to complex, resource-intensive experimentation. Over the past several years, Meta has used Ax to improve AI models, accelerate machine learning research, tune production infrastructure, and more. By Sergio De Simone

Lyft Rearchitects ML Platform with Hybrid AWS SageMaker-Kubernetes Approach

Lyft has rearchitected its machine learning platform LyftLearn into a hybrid system, moving offline workloads to AWS SageMaker while retaining Kubernetes for online model serving. Its decision to choose managed services where operational complexity was highest, while maintaining custom infrastructure where control mattered most, offers a pragmatic alternative to unified platform strategies. By Eran Stiller

AWS Transform Custom Tackles Technical Debt

AWS Transform Custom revolutionizes code modernization with AI-driven, out-of-the-box transformations for Java, Node.js, and Python. This enterprise-focused tool accelerates application upgrades by up to 5x while learning from organizational nuances to deliver high-quality, repeatable transformations. By Steef-Jan Wiggers

Article: Trustworthy Productivity: Securing AI Accelerated Development

Autonomous AI agents amplify productivity but can cause severe damage without safeguards. Defend the ReAct loop—context, reasoning, and tools—through provenance gates, planner-critic separation, scoped credentials, sandboxed code, and STRIDE/MAESTRO threat modeling. With robust logging, bounded autonomy, and red-teaming, agents can deliver trustworthy productivity while minimizing risk. By Sriram Madapusi Vasudevan

Presentation: Powering Enterprise AI Applications with Data and Open Source Software

Francisco Javier Arceo explored Feast, the open-source feature store designed to address common data challenges in the AI/ML lifecycle, such as feature redundancy, and low-latency serving at scale. By Francisco Javier Arceo

AI agents are powerful, but only if you give them real context

Jared Kushner’s Affinity Withdraws From Warner Bros. Takeover Battle

New MI6 chief: Tech bosses are becoming as powerful as nations

Meta announced a new SAM Audio Model for audio editing that can segment sound from complex audio mixtures using text, visual, and time span prompts.

Denmark wants to ban VPNs to unlock foreign, illegal streams – and experts are worried

PornHub extorted after hackers steal Premium member activity data

Anthropic Exec Forces AI Chatbot on Gay Discord Community, Members Flee

Samsung hikes DDR5 prices 100%, reshaping device pricing in 2026

Reddit challenges Australia's age-verification law, says it's not social media

Tongyi-MAI

Save item

Z-Image-Turbo

Task: text-to-image

Microsoft

Save item

VibeVoice-Realtime-0.5B

Task: text-to-speech

NVIDIA

Save item

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

Task: text-generation

Z.ai

Save item

AutoGLM-Phone-9B

Task: image-text-to-text

Z.ai

Save item

GLM-TTS

Task: text-to-speech

Mistral AI_

Save item

Devstral-Small-2-24B-Instruct-2512

Z.ai

Save item

GLM-4.6V-Flash

Task: image-text-to-text

DiffSynth-Studio

Save item

Qwen-Image-i2L

Resemble AI

Save item

chatterbox-turbo

Task: text-to-speech

jellyfin

Save item

jellyfin

The Free Software Media System - Server Backend & API

f

Save item

awesome-chatgpt-prompts

Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

microsoft

Save item

Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

n8n-io

Save item

n8n

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

AlexxIT

Save item

go2rtc

Ultimate camera streaming application with support RTSP, RTMP, HTTP-FLV, WebRTC, MSE, HLS, MP4, MJPEG, HomeKit, FFmpeg, etc.

nlohmann

Save item

json

JSON for Modern C++

simdjson

Save item

simdjson

Parsing gigabytes of JSON per second : used by Facebook/Meta Velox, the Node.js runtime, ClickHouse, WatermelonDB, Apache Doris, Milvus, StarRocks

junegunn

Save item

fzf

🌸 A command-line fuzzy finder

redisson

Save item

redisson

Redisson - Valkey & Redis Java client. Real-Time Data Platform. Sync/Async/RxJava/Reactive API. Over 50 Valkey and Redis based Java objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Bloom filter, Spring, Tomcat, Scheduler, JCache API, Hibernate, RPC, local cache..