Welcome to your Friday, March 20, 2026, edition of DevTrends. fyi.
Hacker News
Updated 1 minute agoTechCrunch
Updated about 4 hours agoAI bots may outnumber humans online by 2027, says Cloudflare CEO Matthew Prince, as generative AI agents dramatically increase web traffic and infrastructure demands.
Bluesky's Series B closed last April but is being shared now, the week after its CEO stepped down.
Fervo landed a large new loan with terms that strongly suggest the company's most turbulent days are behind it.
Meta believes these AI systems can detect more violations with greater accuracy, better prevent scams, respond more quickly to real-world events, and reduce over-enforcem...
Google is making Android sideloading easier with a new advanced setting that lets users disable app verification after a multistep security process.
Ars Technica
Updated about 1 hour agoBroadcom says the group is misrepresenting market "realities."
DarkSword, a powerful iPhone-hacking technique, has been discovered in use by Russian hackers.
Tom Cotton supports FBI data purchasing, compares it to searching people's trash.
"Where we are today in space warfare is very similar to where air superiority was in the 1930s."
Codex maker says it will "continue to support these open source projects" after deal closes.
VentureBeat
Updated about 1 hour agoThe future of AI isn’t just agentic; it’s deep personalization. Rather than simple recommender systems that correlate user behavior to identify patterns and apply those t...
Cursor, a San Francisco AI coding platform from startup Anysphere valued at $29.3 billion, has launched Composer 2, a new in-house coding model now available inside its a...
A rogue AI agent at Meta took action without approval and exposed sensitive company and user data to employees who were not authorized to access it. Meta confirmed the in...
Chinese electronics and car manufacturer Xiaomi surprised the global AI community today with the release of MiMo-V2-Pro, a new 1-trillion parameter foundation model with...
In the last few years, Chinese AI startup MiniMax has become one of the most exciting in the crowded global AI marketplace, carving out a reputation for delivering fronti...
InfoQ
Updated less than a minute agoQCon London 2026: Morgan Stanley Rethinks Its API Program for the MCP Era
Morgan Stanley engineers Jim Gough and Andreea Niculcea showed how they're retooling the bank's API program for AI agents using MCP and FINOS CALM. Live demos covered com...
QCon London 2026: Spritely: Infrastructure for the Future of the Internet
Christine Lemmer-Webber, Executive Director at the Spritely Institute, and David Thompson, CTO at the Spritely Institute, presented “Spritely: Infrastructure for the Futu...
How to Shape the Engineering Culture in Software Companies
You can find your way through an organization by figuring out what artifacts people leave behind, David Grizzanti mentioned at InfoQ Dev Summit Boston. He compared cultur...
QCon London 2026: Refreshing Stale Code Intelligence
At QCon London 2026, Jeff Smith discussed the growing mismatch between AI coding models and real-world software development. While AI tools are enabling developers to gen...
AI Model Discovers 22 Firefox Vulnerabilities in Two Weeks
Claude Opus 4.6 discovered 22 Firefox vulnerabilities in two weeks, including 14 high-severity bugs, as nearly 20% of all critical Firefox vulnerabilities were fixed in 2...
Wired AI
Updated about 2 hours agoAs Silicon Valley obsesses over a new wave of AI coding agents, Google and other AI labs are shifting their bets.
OpenAI plans to allow sexting with ChatGPT. A human-AI interaction expert warns of a privacy nightmare.
Moxie Marlinspike says the technology powering his encrypted AI chatbot, Confer, will be integrated into Meta AI. The move could help protect the AI conversations of mill...
After a series of suicides allegedly linked to AI chatbots, one lawyer is trying to hold companies like OpenAI accountable.
After OpenAI’s Instant Checkout feature fell short, Walmart is instead embedding its Sparky chatbot directly into ChatGPT and Google Gemini.
Towards Data Science
Updated about 2 hours agoBuilding products without the coding part The post The Basics of Vibe Engineering appeared first on Towards Data Science.
A practical guide to caching layers across the RAG pipeline, from query embeddings to full query-response reuse The post Beyond Prompt Caching: 5 More Things You Should C...
A visual guide to vectors and projections The post Linear Regression Is Actually a Projection Problem, Part 1: The Geometric Intuition appeared first on Towards Data Scie...
Accelerate coding with AI while staying in control and building reliable, production-ready software. The post Vibe Coding with AI: Best Practices for Human-AI Collaborati...
Why one model can't do two jobs The post Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes appeared first on Towards Data Science.
Anthropic News
Updated 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 4 hours agoWe're simplifying Windsurf pricing across Free, Pro, and Teams alongside launching a new Max plan for our power users. The new plans replace the current credit-based syst...
GPT-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...
Cursor
Updated 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 4 hours agoHow OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI safety safe...
Accelerates Codex growth to power the next generation of Python developer tools
GPT-5.4 mini and nano are smaller, faster versions of GPT-5.4 optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.
OpenAI Japan announces the Japan Teen Safety Blueprint, introducing stronger age protections, parental controls, and well-being safeguards for teens using generative AI.
New research shows Americans send nearly 3 million daily messages to ChatGPT asking about compensation and earnings, helping close the wage information gap.
Google DeepMind News
Updated about 4 hours agoWe’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.
Ten 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.
Anthropic Engineering
Updated 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 4 hours agoNvidia Blog
Updated about 4 hours agoIt’s a double feature on GFN Thursday. This week, GeForce NOW offers smoother sights in virtual reality (VR) and a sprawling new land to conquer. Streaming at 90 frames p...
The latest open models and frameworks from NVIDIA bring together simulation, robot learning and embedded compute to accelerate cloud-to-robot workflows.
NVIDIA and Apple’s collaboration brings native integration of NVIDIA CloudXR 6.0 to visionOS, securely delivering NVIDIA RTX-powered simulators and professional 3D graphi...
As AI‑native applications scale to more users, agents and devices, the telecommunications network is becoming the next frontier for distributing AI. At NVIDIA GTC 2026, l...
The paradigm of consumer computing has revolved around the concept of a personal device — from PCs to smartphones and tablets. Now, generative AI — particularly OpenClaw...
arXiv
Updated about 3 hours agoToken pruning is essential for enhancing the computational efficiency of vision-language models (VLMs), particularly for video-based tasks where temporal redundancy is pr...
Tokenization is a fundamental technique in the generative modeling of various modalities. In particular, it plays a critical role in autoregressive (AR) models, which hav...
Conformal prediction provides a principled framework for constructing predictive sets with finite-sample validity. While much of the focus has been on univariate response...
While large models pre-trained on high-quality data exhibit excellent performance on mathematical reasoning (e.g., GSM8k, MultiArith), it remains challenging to specializ...
Orthogonalized-momentum optimizers such as Muon improve transformer training by approximately whitening/orthogonalizing matrix-valued momentum updates via a short polar-d...
Netflix TechBlog
Updated about 4 hours agoMicrosoft Research
Updated about 4 hours agoAs AI agents transition from simple chatbots to autonomous systems capable of managing cloud incidents, navigating complex web interfaces, and executing multi-step API wo...
It 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...
Friend bubbles in Facebook Reels highlight Reels your friends have liked or reacted to, helping you discover new content and making it easier to connect over shared inter...
Meta’s Ranking Engineer Agent (REA) autonomously executes key steps across the end-to-end machine learning (ML) lifecycle for ads ranking models. This post covers REA’s M...
Even seemingly simple engineering tasks — like updating an API — can become monumental undertakings when you’re dealing with millions of lines of code and thousands...
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...
Pinterest Engineering
Updated about 4 hours agoSpotify Engineering
Updated about 4 hours agoWhat if we could identify interesting listening moments from your year, and tell you a story about them? The post Inside the Archive: The Tech Behind Your 2025 Wrapped Hi...
When 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 Airbnb Tech Blog
Updated about 4 hours agoHugging Face Trending
Updated 43 minutes agoHauhauCS/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive
Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive is a fully unlocked, uncensored version of the Qwen3.5-35B-A3B model designed to generate content without refusals. This mo...
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...
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...
Tesslate/OmniCoder-9B
OmniCoder-9B is a 9-billion parameter coding agent model built by Tesslate and fine-tuned on 425,000+ agentic trajectories. Designed for real-world software engineering t...
mistralai/Mistral-Small-4-119B-2603
Mistral Small 4 is a powerful hybrid model designed to function as both a general instruction model and a reasoning model. It features a 119B parameter Mixture-of-Experts...
GitHub Trending
Updated about 1 hour agomicrosoft/PowerToys
Microsoft PowerToys is a collection of utilities that supercharge productivity and customization on Windows
microsoft/qlib
Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diver...
SigNoz/signoz
SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewR...
NVIDIA/warp
A Python framework for accelerated simulation, data generation and spatial computing.
AykutSarac/jsoncrack.com
✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML and CSV into interactive graphs.
AWS News Blog
Updated about 4 hours agoCelebrating twenty years of innovation in ML and AI technology at AWS. Countless developers—myself included—have embraced cloud computing and actively used its capabiliti...
We’re thrilled to celebrate three exceptional developer community leaders as AWS Heroes. These individuals represent the heart of what makes the AWS community so vibrant....
Twenty years ago this past week, Amazon S3 launched publicly on March 14, 2006. While Amazon Simple Storage Service is often considered the foundational storage service t...
Some reflections on 20 years of innovations in Amazon S3 including S3 Tables, S3 Vectors and S3 Metadata.
AWS launches a new feature of Amazon S3 that lets you create general purpose buckets in your own account regional namespace simplifying bucket creation and management as...
Alibaba Cloud
Updated about 4 hours agoCloudflare
Updated about 4 hours agoWe are expanding Regional Services with new pre-defined regions and the launch of Custom Regions. Customers can now define precise geographical boundaries for data proces...
Cloudflare is appealing a €14 million fine from Italian regulators over "Piracy Shield," a system that forces providers to block content without oversight. We are challen...
Learn how Cloudflare and CDW de-risk SASE migrations with a blueprint that treats legacy debt as an application modernization project.
Blocking bots isn’t enough anymore. Cloudflare’s new fraud prevention capabilities — now available in Early Access — help stop account abuse before it starts.
Cloudflare now returns RFC 9457-compliant structured Markdown and JSON error payloads to AI agents, replacing heavyweight HTML pages with machine-readable instructions. T...
IGN News
Updated about 4 hours agoAh, spring. A glorious season. My allergies are flaring up, strawberry plants are sprouting, there are buds on the cherry tree and-wait, what's that? A Pokemon is still t...
I reviewed Pokopia, meaning I've been playing it for longer than most people, but I'm still trying to finish the Pokedex, which has way more monsters in it than I expecte...
A Stranger Things: The Complete Series collection has been revealed, and will cost you between $199.99 (£149.99) and $269.99 (£219.99), depending on which edition you wan...
Ubisoft has announced further layoffs as part of its ongoing cost cutting program, with 105 staff now set to depart veteran Tom Clancy game studio Red Storm Entertainment...
Game Rant
Updated about 4 hours agoDeltarune's release window looks a little more solid after an update on professional testing and localization from creator Toby Fox.
Via Steam's Free to Keep promotion, players can claim a creature collection adventure game for free for a limited time at absolutely no cost.
Jennifer Hale, the voice behind Commander Shepard, shares her latest thoughts on the Mass Effect series as fans wait for more info on the next game.
Friendly NPCs are scattered around the Fortnite map, ready to help players get a Victory Royale.
The Pom Pom Picnic Monopoly GO event is here with many incredible rewards. Here's what you can win.