Greetings from DevTrends. fyi.
Hacker News
Updated 10 minutes agoTechCrunch
Updated about 12 hours agoThe reported financial losses follow a series of layoffs at the VR unit.
Mark Zuckerberg says 2026 will be "a big year for delivering personal super intelligence."
The new rules apply to nuclear reactors built on Department of Energy property, which includes several currently being developed by startups.
Microsoft, one of OpenAI's major investors, is benefiting greatly from the AI lab's growth.
The company will stop making the pioneering EVs in the second quarter of 2026, CEO Elon Musk announced Wednesday.
Ars Technica
Updated about 9 hours agoMore than half its profit came from emissions credits as sales fell 8.6 percent.
One of the last holdouts for ransomware discussions, RAMP is taken down.
For the Mac versions of pro apps, things aren't actually changing much (yet).
“We need to think about food and shelter. We need to help each other and be good camp mates.”
SpaceX won't make specific promises on Starlink network capacity or subscribers.
VentureBeat
Updated about 9 hours agoTel Aviv-based startup Factify emerged from stealth today with a $73 million seed round for an ambi
The generative AI era has sped everything up for most enterprises we talk to, especially development cycles (thanks to "vibe coding" and "agentic swarming").But even as t...
Airtable is applying its data-first design philosophy to AI agents with the debut of Superagent on Tuesday. It's a standalone research agent that deploys teams of sp...
Presented by SAPTen years ago, Western Sugar made a decision that would prove prescient: move from on-premise SAP ECC to SAP S/4HANA Cloud Public Edition. At the time, ar...
The average enterprise SOC receives 10,000 alerts per day. Each requires 20 to 40 minutes to investigate properly, but even fully staffed teams can only handle 22% of the...
InfoQ
Updated 2 minutes agoArticle: Engineering Speed at Scale — Architectural Lessons from Sub-100-ms APIs
Sub‑100-ms APIs emerge from disciplined architecture using latency budgets, minimized hops, async fan‑out, layered caching, circuit breakers, and strong observability. Bu...
Uber Moves from Static Limits to Priority-Aware Load Control for Distributed Storage
Uber engineers detailed how they evolved their storage platform from static rate limiting to a priority-aware load management system. The approach protects Docstore and S...
Building Software Organisations Where People Can Thrive
Continuous learning, adaptability, and strong support networks are the foundations for thriving teams, Matthew Card mentioned. Trust is built through consistent, fair lea...
Google DeepMind Introduces ATLAS Scaling Laws for Multilingual Language Models
Google DeepMind researchers have introduced ATLAS, a set of scaling laws for multilingual language models that formalize how model size, training data volume, and languag...
Presentation: Foundation Models for Ranking: Challenges, Successes, and Lessons Learned
Moumita Bhattacharya discusses the evolution of Netflix’s ranking systems, from the multi-model architecture to a Unified Contextual Recommender (UniCoRn). She explains h...
Wired AI
Updated about 10 hours agoGas projects in the US pipeline explicitly linked to data centers increased by almost 25 times over the past two years, according to new research from Global Energy Monit...
ICE has been using an AI-powered Palantir system to summarize tips sent to its tip line since last spring, according to a newly released Homeland Security document.
Catastrophic risks are increasing, cooperation is declining, and swift action is needed from global leaders to correct course.
People are letting the viral AI assistant formerly known as Clawdbot run their lives, regardless of the privacy concerns.
Google’s latest addition to its Chrome browser puts generative AI behind the wheel and you in the passenger seat.
Towards Data Science
Updated about 10 hours agoImplementing cross-silo federated learning step by step The post Federated Learning, Part 2: Implementation with the Flower Framework 🌼 appeared first on Towards Data Sc...
From notebooks to real-world systems The post Machine Learning in Production? What This Really Means appeared first on Towards Data Science.
A step-by-step guide to building a “Minority Report”-style interface using OpenCV and MediaPipe The post I Ditched My Mouse: How I Control My Computer With Hand Gestures...
Estimating neighborhood-level pedestrian risk from real-world incident data The post Modeling Urban Walking Risk Using Spatial-Temporal Machine Learning appeared first on...
Explore a practical approach to analysing massive datasets with LLMs The post Going Beyond the Context Window: Recursive Language Models in Action appeared first on Towar...
Anthropic News
Updated 18 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 12 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 18 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 12 hours agoOpenAI launches the EU Economic Blueprint 2.0 with new data, partnerships, and initiatives to accelerate AI adoption, skills, and growth across Europe.
Apply for the EMEA Youth & Wellbeing Grant, a €500,000 program funding NGOs and researchers advancing youth safety and wellbeing in the age of AI.
Learn how OpenAI protects user data when AI agents open links, preventing URL-based data exfiltration and prompt injection with built-in safeguards.
PVH Corp., parent company of Calvin Klein and Tommy Hilfiger, is adopting ChatGPT Enterprise to bring AI into fashion design, supply chain, and consumer engagement.
Prism is a free LaTeX-native workspace with GPT-5.2 built in, helping researchers write, collaborate, and reason in one place.
Google DeepMind News
Updated about 12 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 18 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 2 hours agoNvidia Blog
Updated about 12 hours agoQuantum technologies are rapidly emerging as foundational capabilities for economic competitiveness, national security and scientific leadership in the 21st century. Sust...
At the American Meteorological Society’s Annual Meeting, NVIDIA today unveiled a new NVIDIA Earth-2 family of open models, libraries and frameworks for weather and climat...
AI-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...
arXiv
Updated about 12 hours agoOne of the biggest missing capabilities in current AI systems is the ability to learn continuously after deployment. Implementing such continually learning systems have s...
We introduce LLMStinger, a novel approach that leverages Large Language Models (LLMs) to automatically generate adversarial suffixes for jailbreak attacks. Unlike traditi...
Tabular data remains a challenging domain for generative models. In particular, the standard Variational Autoencoder (VAE) architecture, typically composed of multilayer...
While Large Language Models (LLMs) have demonstrated significant advancements in reasoning and agent-based problem-solving, current evaluation methodologies fail to adequ...
Traditional machine learning systems are typically designed for static data distributions, which suffer from catastrophic forgetting when learning from evolving data stre...
Netflix TechBlog
Updated about 12 hours agoMicrosoft Research
Updated about 12 hours agoAI can help generate medical image reports, but today’s models struggle with varying reporting schemes. Learn how UniRG uses reinforcement learning to boost performance o...
Argos 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...
WhatsApp has adopted and rolled out a new layer of security for users – built with Rust – as part of its effort to harden defenses against malware threats. WhatsApp’s exp...
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...
Pinterest Engineering
Updated about 12 hours agoSpotify Engineering
Updated about 12 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 12 hours agoHugging Face Trending
Updated 37 minutes agomoonshotai/Kimi-K2.5
Kimi K2.5 is an open-source, native multimodal agentic model built by Moonshot AI through continual pretraining on 15 trillion mixed visual and text tokens. It utilizes a...
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...
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...
Tongyi-MAI/Z-Image
Z-Image is an efficient image generation foundation model based on a Single-Stream Diffusion Transformer. It is designed as a full-capacity, undistilled transformer that...
GitHub Trending
Updated about 1 hour agosindresorhus/awesome
😎 Awesome lists about all kinds of interesting topics
trailofbits/publications
Publications from Trail of Bits
PowerShell/PowerShell
PowerShell for every system!
frappe/hrms
Open Source HR and Payroll Software
apache/superset
Apache Superset is a Data Visualization and Data Exploration Platform
AWS News Blog
Updated about 12 hours agoHey! It’s my first post for 2026, and I’m writing to you while watching our driveway getting dug out. I hope wherever you are you are safe and warm and your data is still...
Announcing 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...
Alibaba Cloud
Updated about 12 hours agoCloudflare
Updated about 12 hours agoAs a proof of concept, we built a Matrix homeserver to Cloudflare Workers — delivering encrypted messaging at the edge with automatic post-quantum cryptography.
The last quarter of 2025 brought several notable disruptions to Internet connectivity. Cloudflare Radar data reveals the impact of cable cuts, power outages, extreme weat...
An 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...
IGN News
Updated about 12 hours agoThe nostalgia-packed The Disney Afternoon Collection finally has a Nintendo Switch and Nintendo Switch 2 release date, and it’s bringing two more games for patient fans.
Elden Ring: Nightreign is getting a tabletop RPG adaptation from Group SNE, the same team behind the tabletop RPG versions of Dark Souls, Elden Ring, and Armored Core 6.
Dispatch, the superhero workplace comedy made by Telltale veterans at AdHoc Studio, is out now on Nintendo Switch. But a number of excited new and returning players aren'...
Henry Cavill has posted a first look at his character in the Highlander reboot.
'Some Things Never Leave The Walls' — Silent Hill 2 Developer Teases Next Project Reveal in February
Silent Hill 2 developer Bloober Team is teasing a reveal of some kind that's set to take place in February.
Game Rant
Updated about 12 hours agoForget tons of meaningless loot that you have to sort through every now and then, as these games approach itemization very differently.
Two games once planned for Xbox Series X|S cancel their Xbox releases but will still launch on PS5 and other gaming platforms.
The Fallout series on Amazon Prime has given fans a live-action look at some iconic locations, which have now been forever changed from the games.
Steam users looking for something new to play while not breaking the bank can try 10 free-to-play games, featuring a wide range of genres.
Not all isekai protagonists get to be reincarnated as heroines, as some find themselves as a villainess who is destined to be doomed in the very end.