Welcome to your DevTrends. fyi daily summary for Wednesday, March 11, 2026.
Hacker News
Updated 8 minutes agoTechCrunch
Updated 6 minutes agoReplit raised a new $400 million round and said it hopes to have $1B in ARR by year's end.
The hacktivist group claimed the attack was in retaliation for a U.S. strike on a Tehran school that killed more than 175 people, most of them children.
Breakout Ventures is finding growing success by backing early-stage startups in scientific fields such as biology and chemistry.
Almost 40 new unicorns have been minted so far this year — here they are
General Catalyst is said to be raising $10 billion and Spark Capital $3 billion. This after several other firms have also raised mega-funds.
Ars Technica
Updated about 9 hours ago"Due to late-stage design changes, the potential risk of uncontrolled reentry increased."
In the end, the FDA only approved the drug for a rare genetic condition with clearer data.
Is it clean "reverse engineering" or just an LLM-filtered "derivative work"?
The viral social network project was created with OpenClaw.
One toggle for "fast classic search."
VentureBeat
Updated about 9 hours agoThe past ten days have been among the most consequential in OpenAI's history, with developments stacking up across product, politics, personnel, and the courts. Here...
OpenAI launched Codex Security on March 6, entering the application security market that Anthropic had disrupted 14 days earlier with Claude Code Security. Both scanners...
Lest you thought Microsoft would have all the fun introducing new AI features for white collar enterprise work this week with its Copilot Cowork announcement yesterday, G...
It’s always the same story: A new technology appears and everyone starts talking about how it’ll change everything. Then capital rushes in, companies form overnight, and...
Presented by 1PasswordAdding agentic capabilities to enterprise environments is fundamentally reshaping the threat model by introducing a new class of actor into identity...
InfoQ
Updated 5 minutes agoWebpack Publishes 2026 Roadmap with Native CSS Support, Universal Target, and Path to Version 6
Webpack's 2026 roadmap, led by Even Stensberg, unveils substantial enhancements aimed at modernizing the bundler. Key features include native CSS module support, universa...
From Minutes to Seconds: Uber Boosts MySQL Cluster Uptime with Consensus Architecture
Uber redesigned its MySQL fleet using a consensus-driven architecture based on MySQL Group Replication, reducing cluster failover time from minutes to seconds. By moving...
Presentation: From Symptom Checkers to Smart Chatbots: The Role of AI in Virtual Care
Andre Ribeiro discusses the architecture of Healthily’s AI symptom checker. He explains how Bayesian inference and RAG models bridge the gap between medical insights and...
AI-Powered Bot Compromises GitHub Actions Workflows Across Microsoft, DataDog, and CNCF Projects
AI-powered bot hackerbot-claw exploited GitHub Actions workflows across Microsoft, DataDog, and CNCF projects over 7 days using 5 attack techniques. Bot achieved RCE in 5...
Uno Platform 6.5 Released With AI Agent Support, Unicode Text, and Studio Improvements
Uno Platform 6.5 introduces Antigravity AI agent support, allowing agents to verify app behavior at runtime. Hot Design now launches by default with a redesigned toolbar...
Wired AI
Updated about 10 hours agoThe White House is preparing an executive order targeting the AI startup, even as its earlier actions against the company face a major test in court.
X’s Grok is failing to accurately verify video footage from the Iran conflict and is sharing its own AI-generated images about the war.
Google has injected Docs, Drive, Sheets, and Slides with its Gemini assistant, adding new features that can pull information from your emails and the web to help you draf...
Meta’s former chief AI scientist has long argued that human-level AI will come from mastering the physical world, not language. His new startup, AMI, aims to prove it.
Ahead of its annual developer conference, Nvidia is readying a new approach to software that embraces AI agents similar to OpenClaw.
Towards Data Science
Updated about 11 hours agoI really thought I was onto something big: add a couple of simple domain rules to the loss function, and watch fraud detection just skyrocket on super-imbalanced data. Th...
Like-for-Like (L4L) solutions are essential for comparing elements. It's about comparing only comparable elements, in this case, comparing stores over time. Let's see a s...
How to design and implement agent skills for custom agents outside the Claude ecosystem The post What Are Agent Skills Beyond Claude? appeared first on Towards Data Scien...
A data-driven introduction to game theory, Nash equilibrium, and strategic decision-making The post When Data Lies: Finding Optimal Strategies for Penalty Kicks with Game...
Learn how to set up OpenClaw effectively The post Three OpenClaw Mistakes to Avoid and How to Fix Them appeared first on Towards Data Science.
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 6 minutes 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 6 minutes agoHow ChatGPT defends against prompt injection and social engineering by constraining risky actions and protecting sensitive data in agent workflows.
Wayfair uses OpenAI models to improve ecommerce support and product catalog accuracy, automating ticket triage and enhancing millions of product attributes at scale.
How OpenAI built an agent runtime using the Responses API, shell tool, and hosted containers to run secure, scalable agents with files, tools, and state.
IH-Challenge trains models to prioritize trusted instructions, improving instruction hierarchy, safety steerability, and resistance to prompt injection attacks.
ChatGPT introduces interactive visual explanations for math and science, helping students explore formulas, variables, and concepts in real time.
Google DeepMind News
Updated 6 minutes agoTen years since AlphaGo, we explore how it is catalyzing scientific discovery and paving a path to AGI.
Gemini 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.
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 6 minutes agoNvidia Blog
Updated 6 minutes agoLaunched today, NVIDIA Nemotron 3 Super is a 120‑billion‑parameter open model with 12 billion active parameters designed to run complex agentic AI systems at scale. Avail...
Rolling coverage from San Jose, including NVIDIA CEO Jensen Huang’s keynote, news highlights, live demos and on‑the‑ground color through March 20.
The Cat 306 CR mini-excavator weighs just under eight tons and fits inside a standard shipping container. It’s the machine a contractor rents when the job site is tight:...
Game development teams are working across larger worlds, more complex pipelines and more distributed teams than ever. At the same time, many studios still rely on fixed,...
Game developers and artists are building cinematic worlds and iconic characters — raising the bar for immersive experiences on NVIDIA RTX AI PCs. At the Game Developers C...
arXiv
Updated about 12 hours agoAccurately upscaling terrestrial carbon fluxes is central to estimating the global carbon budget, yet remains challenging due to the sparse and regionally biased distribu...
Masked diffusion models (MDMs) generate text by iteratively selecting positions to unmask and then predicting tokens at those positions. Yet MDMs lack proper likelihood e...
A central idea in mechanistic interpretability is that neural networks represent more features than they have dimensions, arranging them in superposition to form an over-...
Hyperparameters are a critical factor in reliably training well-performing reinforcement learning (RL) agents. Unfortunately, developing and evaluating automated approach...
While existing evaluations of large language models (LLMs) measure deception rates, the underlying conditions that give rise to deceptive behavior are poorly understood....
Netflix TechBlog
Updated 6 minutes agoMicrosoft Research
Updated 6 minutes agoIt seems counterintuitive: giving AI agents more memory can make them less effective. As interaction logs accumulate, they grow large, fill with irrelevant content, and b...
We 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,...
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 6 minutes agoSpotify Engineering
Updated 6 minutes 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 6 minutes agoHugging Face Trending
Updated 5 minutes agoLightricks/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/Qwen3.5-9B
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...
HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive
Qwen3.5-9B-Uncensored-HauhauCS-Aggressive is a fully uncensored version of the Qwen3.5-9B model designed to eliminate refusals while maintaining original model capabiliti...
fishaudio/s2-pro
Fish Audio S2 Pro is a text-to-speech model designed for fine-grained inline control of prosody and emotion through free-form textual descriptions. It utilizes a Dual-Aut...
GitHub Trending
Updated 19 minutes agoNVIDIA/cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
projectdiscovery/nuclei-templates
Community curated list of templates for the nuclei engine to find security vulnerabilities.
NVIDIA/Megatron-LM
Ongoing research training transformer models at scale
mailcow/mailcow-dockerized
mailcow: dockerized - 🐮 + 🐋 = 💕
nats-io/nats-server
High-Performance server for NATS.io, the cloud and edge native messaging system.
AWS News Blog
Updated 6 minutes 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 6 minutes agoCloudflare
Updated 6 minutes agoCloudflare now returns RFC 9457-compliant structured Markdown and JSON error payloads to AI agents, replacing heavyweight HTML pages with machine-readable instructions. T...
Cloudflare AI Security for Apps is now generally available, providing a security layer to discover and protect AI-powered applications, regardless of the model or hosting...
Log Explorer customers can now identify and investigate multi-vector attacks. Log Explorer supports 14 additional Cloudflare datasets, enabling users to have a 360-degree...
Cloudflare's new Security Overview dashboard transforms overwhelming security data into prioritized, actionable insights, empowering defenders with contextual intelligenc...
Cloudflare will be integrating Mastercard’s RiskRecon attack surface intelligence capabilities to help you eliminate Internet-facing blind spots while continuously monito...
IGN News
Updated 6 minutes agoMicrosoft has revealed early features of Project Helix, its next-gen Xbox, while confirming plans to send alpha versions of the hardware to developers in 2027.
Titanic star Kate Winslet will play a major character in The Lord of the Rings: The Hunt for Gollum.
Absolute Batman pays homage to Chainsaw Man in its newest issue, as the series explores a truly brutal clash between Batman and Poison Ivy.
The next season of hit murder mystery series The Traitors looks set to ditch the show's big new Secret Traitor twist.
Microsoft is set to hold a keynote at the Game Developers Conference to shed light on its plans for the future of Xbox, and IGN will be in the room to bring you all the n...
Game Rant
Updated 6 minutes agoThese anime girls continue to dominate the 2026 winter season with their charm and charisma.
Capcom's next big game after Resident Evil Requiem is more than a month from launch, but anticipation already seems to be very high.
Loot Cysts can reward players with Ray Guns and other powerful freebies in Paradox Junction. Here's how you can open them.
As part of the Mario Day festivities, Nintendo Switch Online subscribers with the Expansion Pack upgrade now have three more retro titles to play.
Beerus has been the moving goalpost for the heroes for quite some time, but these fusions may finally defeat him.