Welcome to the DevTrends. fyi developer summary for Monday, March 9, 2026.
Hacker News
Updated 10 minutes agoTechCrunch
Updated about 2 hours agoThe DOJ and Live Nation agreed to a tentative settlement, but dozens of State Attorneys General don't want to drop the lawsuit.
Periwinkle offers managed hosting for AT Protocol users who want social media accounts on their own domains, with backups, storage, and migration tools.
This deal underscores how frontier labs are scrambling to prove their technology can be used safely in critical business operations.
The 2027 Chevy Bolt might not be a groundbreaking new EV, but incremental improvements have made it better without inflating the price.
Anthropic filed suit against the Department of Defense on Monday after the agency labeled it a supply chain risk. The complaint calls the DOD's actions "unprecedented and...
Ars Technica
Updated about 11 hours ago"I'm gonna take this city back."
Small size seems to have come before a change in diet for a tiny dinosaur lineage.
Werner Herzog directed this evocative NatGeo documentary of an ornithologist's quest to find a new species.
A unique head spike and fish-eating jaws help make sense of these dinosaurs.
Research shows apparent Iranian state hackers trying to hijack consumer-grade cameras.
VentureBeat
Updated about 11 hours agoWith agentic AI, businesses are conducting business more dynamically. Instead of traditional pre-programmed bots and static rules, agents can now “think” and invent alter...
As models get smarter and more capable, the "harnesses" around them must also evolve. This "harness engineering" is an extension of context engineering, says LangChain co...
“When you get a demo and something works 90% of the time, that’s just the first nine.” — Andrej KarpathyThe “March of Nines” frames a common production reality: You can r...
San Francisco startup Anthropic continues to ship new AI products and services at a blistering pace, despite a messy ongoing dispute with the U.S. Department of War.Today...
Enterprise AI applications that handle large documents or long-horizon tasks face a severe memory bottleneck. As the context grows longer, so does the KV cache, the area...
InfoQ
Updated 1 minute agoNetflix Automates RDS PostgreSQL to Aurora PostgreSQL Migration Across 400 Production Clusters
Netflix engineers describe an internal automation platform that migrates nearly 400 RDS PostgreSQL clusters to Aurora, reducing downtime and operational risk. The platfor...
Presentation: 4 Patterns of AI Native Development
Patrick Debois discusses the evolution of software engineering in the age of AI. He shares four key patterns: transitioning from producer to manager, focusing on intent o...
Java News Roundup: Apache Solr 10, LangChain4j, Grails, JobRunr, Gradle, Devnexus, Commonhaus
This week's Java roundup for March 2nd, 2026, features news highlighting: the GA release of Apache Solr 10; point releases of LangChain4j, JobRunr, Multik and Gradle; mai...
Podcast: Mindful Leadership in the Age of AI
In this episode, Thomas Betts and Sam McAfee discuss how AI hype is reshaping organizational behavior, why many companies struggle with experimentation, and how unclear d...
Article: Change as Metrics: Measuring System Reliability Through Change Delivery Signals
System changes are the primary driver of production incidents, making change-related metrics essential reliability signals. A minimal metric set of Change Lead Time, Chan...
Wired AI
Updated about 12 hours agoVCs are betting that artificial intelligence will disrupt nearly every industry in the world. Are they prepared for it to disrupt their own?
Deveillance’s Spectre I, developed by a recent Harvard grad, wants to give people control over the always-on wearables surrounding their lives. The problem? Physics.
I stuck Amazon’s Echo Show 15 and its Alexa+ AI assistant in my kitchen for a month. Things have not gone well.
In an exclusive interview with WIRED, Block’s cofounder and CEO says he axed 40 percent of his workforce so that he can rebuild the company “as an intelligence.”
In this episode, our hosts unpack the ongoing conflict in the Middle East, particularly as the AI industry has been entrenching itself with the Department of Defense.
Towards Data Science
Updated 18 minutes agoLearn how to set up OpenClaw effectively The post Three OpenClaw Mistakes to Avoid and How to Fix Them appeared first on Towards Data Science.
A methodology for comparing Google Trends data across countries. The post I Stole a Wall Street Trick to Solve a Google Trends Data Problem appeared first on Towards Data...
A five-step framework for building rigorous, reproducible AI search benchmarks — before you make six-figure infrastructure decisions The post Why Your AI Search Evaluatio...
From one model to managing a massive portfolio: What 10 years in the industry taught me The post Machine Learning at Scale: Managing More Than One Model in Production app...
Compile native, standalone applications using the Python syntax you already know. The post Write C Code Without Writing C: The Magic of PythoC appeared first on Towards D...
Anthropic News
Updated about 2 months 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 2 hours agoGPT-5.4 is now available in Windsurf with multiple reasoning effort levels. For a limited time, self serve users enjoy promotional pricing starting at 1x credits.
Gemini 3.1 Pro is now available in Windsurf with Low and High thinking variants. For a limited time, enjoy promotional pricing on credit usage.
Claude Sonnet 4.6 is now available in Windsurf with limited-time promotional pricing for self serve users: 2x credits without thinking and 3x credits with thinking.
GLM-5 from Zhipu AI and Minimax M2.5 are now available in Windsurf with limited-time promotional pricing. Both models are included in Arena Mode's Frontier Arena and Hybr...
OpenAI's GPT-5.3-Codex-Spark, an ultra-fast model optimized for real-time coding, is now available in Windsurf's Arena Mode Fast and Hybrid battle groups.
Cursor
Updated about 2 months 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 2 hours agoOpenAI is acquiring Promptfoo, an AI security platform that helps enterprises identify and remediate vulnerabilities in AI systems during development.
Descript uses OpenAI models to scale multilingual video dubbing, optimizing translations for both meaning and timing so dubbed speech sounds natural across languages.
Codex Security is an AI application security agent that analyzes project context to detect, validate, and patch complex vulnerabilities with higher confidence and less no...
See how Balyasny built an AI research system with GPT-5.4, rigorous model evaluation, and agent workflows to transform investment analysis at scale.
Google DeepMind News
Updated about 2 hours agoGemini 3.1 Flash-Lite is our fastest and most cost-efficient Gemini 3 series model yet.
Our latest image generation model offers advanced world knowledge, production ready specs, subject consistency and more, all at Flash speed.
3.1 Pro is designed for tasks where a simple answer isn’t enough.
The Gemini app now features our most advanced music generation model Lyria 3, empowering anyone to make 30-second tracks using text or images.
Google DeepMind brings National Partnerships for AI initiative to India, scaling AI for science and education
Anthropic Engineering
Updated about 2 months 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 2 hours agoABB Robotics and NVIDIA today announced a breakthrough partnership that brings industrial‑grade physical AI to the factory floor. By integrating NVIDIA Omniverse librarie...
AI is everywhere and accelerating everything — becoming essential infrastructure to create the intelligence that will advance every industry. That’s why companies are inc...
March is in full bloom, and that means a fresh wave of games heading to the cloud. 15 new titles are joining the GeForce NOW library this month. Leading the March lineup...
Autonomous networks — intelligent, self-managing telecommunications operations — are moving from a future vision to a current priority for telecom operators. In the lates...
AI-RAN is moving from lab to field, showing that a software-defined approach is the only viable way to build future AI-native wireless networks. Ahead of Mobile World Con...
arXiv
Updated about 1 hour agoThe integration of Large Language Models (LLMs) into autonomous driving has attracted growing interest for their strong reasoning and semantic understanding abilities, wh...
Incremental Few-Shot (IFS) segmentation aims to learn new categories over time from only a few annotations. Although widely studied in 2D, it remains underexplored for 3D...
Generating clinical reports that summarize abnormal patterns, diagnostic findings, and clinical interpretations from long-term EEG recordings remains labor-intensive. We...
We introduce the multivariate fields of experts, a new framework for the learning of image priors. Our model generalizes existing fields of experts methods by incorporati...
Machine-learning interatomic potentials (MLIPs) have advanced rapidly, with many top models relying on strong physics-based inductive biases. However, as models scale to...
Netflix TechBlog
Updated about 2 hours agoMicrosoft Research
Updated about 2 hours agoWe are pleased to announce Phi-4-reasoning-vision-15B, a 15 billion parameter open‑weight multimodal reasoning model, available through Microsoft Foundry (opens in new ta...
Microsoft research lead Doug Burger introduces his new podcast series, "The Shape of Things to Come", an exploration into the fundamental truths about AI and how the tech...
By mid-morning, a typical knowledge worker is already juggling a client report, a budget spreadsheet, a slide deck, and an email backlog, all interdependent and all deman...
As synthetic media grows, verifying what’s real, and the origin of content, matters more than ever. Our latest report explores media integrity and authentication methods,...
Project Silica introduces new techniques for encoding data in borosilicate glass, as described in the journal Nature. These advances lower media cost and simplify writing...
We’re sharing the technical details behind how Advanced Browsing Protection (ABP) in Messenger protects the privacy of the links clicked on within chats while still warni...
FFmpeg is truly a multi-tool for media processing. As an industry-standard tool it supports a wide variety of audio and video codecs and container formats. It can also or...
Meta recognizes the long-term benefits of jemalloc, a high-performance memory allocator, in its software infrastructure. We are renewing focus on jemalloc, aiming to redu...
We are open-sourcing the initial version of RCCLX – an enhanced version of RCCL that we developed and tested on Meta’s internal workloads. RCCLX is fully integrated with...
WHAT IT IS The rise of agentic software development means code is being written, reviewed, and shipped faster than ever before across the entire industry. It also means t...
Pinterest Engineering
Updated about 2 hours agoSpotify Engineering
Updated about 2 hours agoWhen we kicked this off, we weren’t trying to ship an “AI feature.” We were trying to fix a structural... The post Our Multi-Agent Architecture for Smarter Advertising ap...
In Part 2, we will peek under the hood at the tooling that makes the Spotify release process possible. The post How We Release the Spotify App: A Look Under the Hood (Par...
TL;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 (H...
The Airbnb Tech Blog
Updated about 2 hours agoHugging Face Trending
Updated 37 minutes agoQwen/Qwen3.5-9B
Qwen3.5-9B is a 9B-parameter causal language model featuring a vision encoder and a native context length of 262,144 tokens. It utilizes a unified vision-language foundat...
Lightricks/LTX-2.3
LTX-2.3 is a DiT-based audio-video foundation model designed to generate synchronized video and audio within a single model. As an update to the LTX-2 model, it offers im...
Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled
Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled is a reasoning model fine-tuned on the Qwen3.5 architecture to leverage Chain-of-Thought distillation from Claude-4.6 Opus...
Qwen/Qwen3.5-35B-A3B
Qwen3.5-35B-A3B is a multimodal foundation model featuring a unified vision-language architecture and a vision encoder. It utilizes an efficient hybrid architecture combi...
Qwen/Qwen3.5-0.8B
Qwen3.5-0.8B is a causal language model with a vision encoder designed for prototyping, task-specific fine-tuning, and research. This unified vision-language foundation u...
GitHub Trending
Updated about 1 hour agof/prompts.chat
f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.
nextcloud/all-in-one
📦 The official Nextcloud installation method. Provides easy deployment and maintenance with most features included in this one Nextcloud instance.
ripienaar/free-for-dev
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
meshery/meshery
Meshery, the cloud native manager
ventoy/Ventoy
A new bootable USB solution.
AWS News Blog
Updated about 2 hours agoFiti AWS Student Community Kenya! Last week was an incredible whirlwind: a round of meetups, hands-on workshops, and career discussions across Kenya that culminated with...
AWS launches OpenClaw on Amazon Lightsail to run OpenClaw instance, pairing your browser, enabling AI capabilities, and optionally connecting messaging channels. Your Lig...
This past week, I’ve been deep in the trenches helping customers transform their businesses through AI-DLC (AI-Driven Lifecycle) workshops. Throughout 2026, I’ve had the...
AWS announces the general availability of AWS Security Hub Extended, a unified, full-stack enterprise security solution. It brings together AWS detection services and cur...
AWS Elemental Inference is a fully managed AI service that automatically transforms live and on-demand video broadcasts into vertical formats optimized for mobile and soc...
Alibaba Cloud
Updated about 2 hours agoCloudflare
Updated about 2 hours agoToday we’re disclosing request smuggling vulnerabilities when our open source Pingora service is deployed as an ingress proxy and how we’ve fixed them in Pingora 0.8.0.
Cloudflare’s new Web and API Vulnerability Scanner helps teams proactively find logic flaws. By using AI to build API call graphs, we identify vulnerabilities that standa...
Discover how Cloudflare partners TachTech and Adapture are shattering the 18-month migration myth, deploying agile SASE for global enterprises in weeks by treating securi...
Cloudflare One unifies data security from endpoint to prompt: RDP clipboard controls, operation-mapped logs, on-device DLP, and Microsoft 365 Copilot scanning via API CAS...
The Cloudflare One Client now features the ability to actively probe and adjust packet sizes. This update eliminates the problems caused by tunnel layering and MTU differ...
IGN News
Updated about 2 hours agoEA is laying off an unknown number of individuals from across its Battlefield teams, including workers at Criterion, Dice, Ripple Effect, and Motive Studios, IGN understa...
Fortnite has confirmed that The Foundation, its heroic character voiced by Dwayne "The Rock" Johnson, will return next season - and begun an Avengers: Doomsday-style coun...
A UK newspaper has posted a major leak from the set of HBO's Harry Potter TV reboot, revealing the series' lavish new incarnation of Diagon Alley.
Sony is reportedly testing dynamic pricing on the PlayStation Store.
An official Doctor Who teaser has sparked speculation that the series' upcoming climactic Christmas special will be a sequel to Doomsday, the iconic episode where David T...
Game Rant
Updated about 2 hours agoJust like regular Super Saiyan from DBZ, there are multiple variants of Super Saiyan Blue in Dragon Ball Super – each one more powerful than the last.
Making the leap to the PlayStation 5 Pro is a big step, but now may be the best time for a few reasons, from exclusives to potential price increases.
These Pokemon know the meaning of a good work ethic. Here's how to find these Build specialty mons easily in Pokopia.
Developer Questline releases yet another big patch for Tainted Grail: The Fall of Avalon, adding new quests, items, and locations.
The upcoming remake of Assassin's Creed 4: Black Flag will be a completely different game, down to the genre, compared to the 2013 original.