Hello and welcome to DevTrends. fyi.
Hacker News
Updated 9 minutes agoTechCrunch
Updated about 9 hours agoThe nozzle is just the beginning – what company founder Sunny Sethi calls "the muscle on the ground.”
Information from the conservative-leaning, AI-generated encyclopedia developed by Elon Musk’s xAI is beginning to appear in answers from ChatGPT.
Humans&, a new startup founded by alumni of Anthropic, Meta, OpenAI, xAI, and Google DeepMind, is building the next generation of foundation models for collaboration...
Some of the major players in science fiction and pop culture are taking firmer stances against generative AI.
Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation.
Ars Technica
Updated about 6 hours agoHow two podcasters turned a Star Trek side project into a full-time career.
Destructive payload unleashed on 10-year anniversary of Russia's attack on Ukraine's grid.
Rice University chemists replicated Thomas Edison's seminal experiment and found a surprising byproduct.
While the rash has a clear link to ketones, the underlying mechanism remains elusive.
Dense narrative deduction game tells a compellingly academia-tinged sci-fi tale.
VentureBeat
Updated about 6 hours agoThe industry consensus is that 2026 will be the year of "agentic AI." We are rapidly moving past chatbots that simply summarize text. We are entering the era of autonomou...
The modern customer has just one need that matters: Getting the thing they want when they want it. The old standard RAG model embed+retrieve+LLM misunderstands intent, ov...
Claude Cowork is now available to more Claude users, alongside new updates aimed at team workflows.Anthropic made Claude Cowork accessible to users on Team and Enterprise...
While vector databases still have many valid use cases, organizations including OpenAI are leaning on PostgreSQL to get things done.In a blog post on Thursday, OpenAI dis...
Security teams are buying AI defenses that don't work. Researchers from OpenAI, Anthropic, and Google DeepMind published findings in October 2025 that should stop ev...
InfoQ
Updated 10 minutes agoPresentation: Theme Systems at Scale: How To Build Highly Customizable Software
Guilherme Carreiro discusses the architecture behind Shopify’s theme system, focusing on balancing extreme customizability with platform stability. He explains how they l...
Article: Virtual Panel - AI in the Trenches: How Developers Are Rewriting the Software Process
This virtual panel brings together engineers, architects, and technical leaders to explore how AI is changing the landscape of software development. Practitioners share t...
Podcast: Startup Software Architecture - You Never Really Throw It Away: A Conversation with David Gudeman
In this podcast, Michael Stiefel spoke with David Gudeman about software architecture for startups. The discussion starts by illuminating how to make decisions with imper...
Rust Contributor Explores AI-Assisted Compiler Development with New Rue Language
Innovative programmer Steve Klabnik, known for his contributions to Rust, unveils Rue, a new systems programming language that enhances memory safety without garbage coll...
Google Releases Gemma 3 270M Variant Optimized for Function Calling on Mobile and Edge Devices
FunctionGemma is a new, lightweight version of the Gemma 3 270M model, fine-tuned to translate natural language into structured function and API calls, enabling AI agents...
Wired AI
Updated about 7 hours agoPlus: Asus exits the smartphone market, and Sony partners with TCL on TVs.
On this episode of Uncanny Valley, our hosts unpack the news from Davos, where Trump and major AI companies shared the stage at the World Economic Forum.
A research paper suggests AI agents are mathematically doomed to fail. The industry doesn’t agree.
Advances in artificial intelligence are creating a perfect storm for those seeking to spread disinformation at unprecedented speed and scale. And it’s virtually impossibl...
WIRED spoke with Boris Cherny, head of Claude Code, about how the viral coding tool is changing the way Anthropic works.
Towards Data Science
Updated about 8 hours agoWhy specialized models still hold the 30x speed advantage in production environments The post SAM 3 vs. Specialist Models — A Performance Benchmark appeared first on Towa...
Compare Azure ML and AWS SageMaker for scalable model training, focusing on project setup, permission management, and data storage patterns, to align platform choices wit...
An introduction to neural machine translation The post How to Build a Neural Machine Translation System for a Low-Resource Language appeared first on Towards Data Science...
Understand air quality: access the available data, interpret data types, and execute starter codes The post Air for Tomorrow: Mapping the Digital Air-Quality Landscape, f...
A deep dive on data transfer bottlenecks, their identification, and their resolution with the help of NVIDIA Nsight™ Systems – part 3 The post Optimizing Data Transfer in...
Anthropic News
Updated 15 days agoThe best model in the world for coding, agents, and computer use, with meaningful improvements to everyday tasks like slides and spreadsheets.
Claude Sonnet 4.5 sets new benchmark records in coding, reasoning, and computer use while being Anthropic's most aligned model.
Claude Haiku 4.5 matches state-of-the-art coding capabilities from months ago while delivering unprecedented speed and cost-efficiency.
Anthropic raised $13 billion in a Series F round at a $183 billion valuation to expand enterprise offerings, safety research, and international growth.
Anthropic's response to the White House AI Action Plan supports infrastructure and safety measures while calling for stronger export controls.
Windsurf News
Updated about 9 hours agoGPT-5.2-Codex is now available in Windsurf with multiple reasoning effort levels. For a limited time, enjoy discounts on credit usage.
Parallel agents, Git worktrees, multi-pane Cascade, dedicated terminal, and SWE-1.5 Free
GPT-5.2 is now live in Windsurf! Available for 0x credits for a limited time (paid and trial users). The version bump undersells the jump in intelligence: Biggest leap fo...
The most capable model in Windsurf yet, now available at Sonnet prices for a limited time
GPT 5.1, GPT 5.1-Codex, and GPT-5.1-Codex Mini deliver a solid upgrade for agentic coding with variable thinking and improved steerability
Cursor
Updated 15 days agoA comprehensive guide to working with coding agents, from starting with plans to managing context, customizing workflows, and reviewing code.
As models improve as agents, we've found success by providing fewer details up front, making it easier for the agent to pull relevant context on its own.
We're partnering with ecosystem vendors who have built hooks support with Cursor.
Graphite has entered into a definitive agreement to be acquired by Cursor.
Bringing design and engineering closer together.
OpenAI News
Updated about 9 hours agoA technical deep dive into the Codex agent loop, explaining how Codex CLI orchestrates models, tools, prompts, and performance using the Responses API.
An inside look at how OpenAI scaled PostgreSQL to millions of queries per second using replicas, caching, rate limiting, and workload isolation.
How Praktika uses GPT-4.1 and GPT-5.2 to build adaptive AI tutors that personalize lessons, track progress, and help learners achieve real-world language fluency
A data-driven report on how workers across industries use ChatGPT—covering adoption trends, top tasks, departmental patterns, and the future of AI at work.
Discover how Higgsfield gives creators cinematic, social-first video output from simple inputs using OpenAI GPT-4.1, GPT-5, and Sora 2.
Google DeepMind News
Updated about 9 hours agoD4RT: Unified, efficient 4D reconstruction and tracking up to 300x faster than prior methods.
Our latest Veo update generates lively, dynamic clips that feel natural and engaging — and supports vertical video generation.
Google 2025 recap: Research breakthroughs of the year
Gemini 3 Flash offers frontier intelligence built for speed at a fraction of the cost.
Open interpretability tools for language models are now available across the entire Gemma 3 family with the release of Gemma Scope 2.
Anthropic Engineering
Updated 15 days agoThe capabilities that make agents useful also make them difficult to evaluate. The strategies that work across deployments combine techniques to match the complexity of t...
Introducing advanced tool use on the Claude Developer Platform
Code execution with MCP: Building more efficient agents
Beyond permission prompts: making Claude Code more secure and autonomous
Hugging Face Blog
Updated about 11 hours agoNvidia Blog
Updated about 9 hours agoAI-powered driver assistance technologies are becoming standard equipment, fundamentally changing how vehicle safety is assessed and validated. The recent recognition of...
AI-powered content generation is now embedded in everyday tools like Adobe and Canva, with a slew of agencies and studios incorporating the technology into their workflow...
AI has taken center stage in financial services, automating the research and execution behind algorithmic trading and helping banks more accurately detect fraud and money...
The wait is over, pilots. Flight control support — one of the most community-requested features for GeForce NOW — is live starting today, following its announcement at CE...
AI is becoming the foundation of the “largest infrastructure buildout in human history,” spanning energy and computing infrastructure, AI models and applications, NVIDIA...
arXiv
Updated about 9 hours agoModern generative video models excel at producing convincing, high-quality outputs, but struggle to maintain multi-view and spatiotemporal consistency in highly dynamic r...
Understanding the curvature evolution of the loss landscape is fundamental to analyzing the training dynamics of neural networks. The most commonly studied measure, Hessi...
We introduce MapAnything, a unified transformer-based feed-forward model that ingests one or more images along with optional geometric inputs such as camera intrinsics, p...
Partial Differential Equations (PDEs) are the bedrock for modern computational sciences and engineering, and inherently computationally expensive. While PDE foundation mo...
Intrusion Detection Systems (IDSs) are a key component for protecting Internet of Things (IoT) environments. However, in Machine Learning-based (ML-based) IDSs, performan...
Netflix TechBlog
Updated about 9 hours agoMicrosoft Research
Updated about 9 hours agoArgos improves multimodal RL by evaluating whether an agent’s reasoning aligns with what it observes over time. The approach reduces visual hallucinations and produces mo...
OptiMind is a small language model that converts business operation challenges, described naturally, into mathematical formulations that optimization software can solve....
By decoupling how agents work from how they’re trained, Agent Lightning turns each step an agent takes into data for reinforcement learning. This makes it easy for develo...
Promptions helps developers add dynamic, context-aware controls to chat interfaces so users can guide generative AI responses. It lets users shape outputs quickly without...
Using AI-generated virtual populations, Microsoft researchers uncovered hidden cellular patterns that could reshape how we understand and treat cancer. The post GigaTIME:...
We’ve improved personalized video recommendations on Facebook Reels by moving beyond metrics such as likes and watch time and directly leveraging user feedback. Our new U...
Build a large enough website with a large enough codebase, and you’ll eventually find that CSS presents challenges at scale. It’s no different at Meta, which is why we op...
The 2025 Typed Python Survey, conducted by contributors from JetBrains, Meta, and the broader Python typing community, offers a comprehensive look at the current state of...
Incident investigation can be a daunting task in today’s digital landscape, where large-scale systems comprise numerous interconnected components and dependencies DrP is...
We’re going behind the scenes of the Meta Ray-Ban Display, Meta’s most advanced AI glasses yet. In a previous episode we met the team behind the Meta Neural Band, the EMG...
Pinterest Engineering
Updated about 9 hours agoSpotify Engineering
Updated about 9 hours agoTL;DR Established in 2022 as a way to help support the great open source ecosystem projects that Spotify... The post Congratulations to the recipients of the 2025 Spotify...
The technical and practical rationale for a clear separation between these domains. The post Why We Use Separate Tech Stacks for Personalization and Experimentation appea...
The system we built to ensure our AI agents produce predictable, trustworthy code. The post Background Coding Agents: Predictable Results Through Strong Feedback Loops (P...
We explore context engineering for background coding agents and what makes a good migration prompt. The post Background Coding Agents: Context Engineering (Part 2) appear...
Shuffle has always been one of Spotify’s most-used features, and also one of the most misunderstood. For... The post Shuffle: Making Random Feel More Human appeared first...
The Airbnb Tech Blog
Updated about 9 hours agoHugging Face Trending
Updated about 1 hour agozai-org/GLM-4.7-Flash
GLM-4.7-Flash is a 30B-A3B Mixture-of-Experts (MoE) model designed for text generation. Positioned as a leading model in the 30B class, it provides a lightweight deployme...
microsoft/VibeVoice-ASR
VibeVoice-ASR is a unified speech-to-text model designed to handle 60-minute long-form audio in a single pass within a 64K token length. It jointly performs ASR, diarizat...
Qwen/Qwen3-TTS-12Hz-1.7B-CustomVoice
Qwen3-TTS-12Hz-1.7B-CustomVoice is a large-scale text-to-speech model supporting ten major languages and multiple dialectal profiles. It utilizes a discrete multi-codeboo...
unsloth/GLM-4.7-Flash-GGUF
GLM-4.7-Flash-GGUF is a 30B-A3B Mixture-of-Experts (MoE) model designed to balance performance and efficiency for lightweight deployment. As a leading model in the 30B cl...
GitHub Trending
Updated 5 minutes agohyprwm/Hyprland
Hyprland is an independent, highly customizable, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.
pathwaycom/pathway
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
evcc-io/evcc
solar charging ☀️🚘
ggml-org/whisper.cpp
Port of OpenAI's Whisper model in C/C++
usememos/memos
An open-source, self-hosted note-taking service. Your thoughts, your data, your control — no tracking, no ads, no subscription fees.
AWS News Blog
Updated about 9 hours agoAnnouncing Amazon EC2 G7e instances accelerated by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs
AWS introduces Amazon EC2 G7e instances accelerated by the NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs with up to 2.3 times inference performance. G7e instances del...
At the end of 2025 I was happy to take a long break to enjoy the incredible summers that the southern hemisphere provides. I’m back and writing my first post in 2026 whic...
AWS is announcing the general availability of Amazon EC2 X8i instances, next-generation memory optimized instances powered by custom Intel Xeon 6 processors available onl...
Deutsch | English | Español | Français | Italiano As a European citizen, I understand first-hand the importance of digital sovereignty, especially for our public sector o...
At the beginning of January, I tend to set my top resolutions for the year, a way to focus on what I want to achieve. If AI and cloud computing are on your resolution lis...
Alibaba Cloud
Updated about 9 hours agoCloudflare
Updated about 9 hours agoAn automated routing policy configuration error caused us to leak some Border Gateway Protocol prefixes unintentionally from a router at our Miami data center. We discuss...
A vulnerability was recently identified in Cloudflare’s automation of certificate validation. Here we explain the vulnerability and outline the steps we’ve taken to mitig...
The Astro Technology Company team — the creators of the Astro web framework — is joining Cloudflare. We’re doubling down on making Astro the best framework for content-dr...
Cloudflare acquires Human Native, an AI data marketplace specialising in transforming content into searchable and useful data, to accelerate work building new economic mo...
A recent change to 1.1.1.1 accidentally altered the order of CNAME records in DNS responses, breaking resolution for some clients. This post explores the technical root c...
IGN News
Updated about 9 hours agoNintendo has revealed a new trailer for The Super Mario Galaxy Movie during this weekend's surprise Nintendo Direct, showing off Yoshi and several other classic character...
The Dragon Ball Genkidamatsuri was held in Japan over the weekend to celebrate the global manga, anime and video game phenomenon. The main stage was packed with exciting...
A new lawsuit filed by shareholders of Hasbro against the company and its directors alleges that company leadership "concealed the true reason" that its widely-criticized...
Stella Montis is known for its cold, suffocating halls and cutthroat Raider encounters, but Arc Raiders players can’t get enough of the real-life Stella Montis hotel.
If Animal Crossing: New Horizons' 3.0 update earlier this month wasn't enough for you, don't worry, there's a new hype train you can board. IKEA just recently posted a Ti...
Game Rant
Updated about 9 hours agoA complete list of all seven Pokemon GO Lure Evolutions and the candy requirements for each of them.
Who doesn't love a good twist? These RPGs do a wonderful job at catching you off-guard with their unpredictable villain twists.
There are 175+ years between Fallout 76 and Fallout 3, and we'll showcase the most important events that occurred between both Post-War games.
A list of all the latest Anime Paradox codes and step-by-step instructions on how to redeem them.
Just when you stop paying attention, the worlds in these games can change in dynamic ways, often without you having to do a single thing to cause it.