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STATE OF DEVS 2025

The State of Devs survey focuses on workplace issues, health, and hobbies of developers.

AI DATASET GENERATOR

A Next.js application that uses OpenAI to generate realistic datasets for demos and learning.

WHY IS THE RUST COMPILER SO SLOW?

Slow Rust compilation times in Docker can be investigated with cargo-chef for dependency caching and profiling with rustc and LLVM.

NEXT.JS 15.1+ IS UNUSABLE OUTSIDE OF VERCEL

Next.js 15.1+ introduces metadata streaming that negatively impacts SEO and creates vendor lock-in with Vercel, making it unusable on other platforms.

Book a demo to see it in action.

ANTHROPIC NOW LETS YOU MAKE APPS RIGHT FROM ITS CLAUDE AI CHATBOT

Anthropic has added a new feature to its Claude AI chatbot that lets users build AI-powered apps right inside the app. It builds on Anthropic's Artifacts feature, which lets users see and interact with what they ask Claude to make. The feature has been used to build things like AI-powered games, learning tools, data analysis apps, writing assistants, and agent workflows. A video demo showing how the feature works is available in the article.

SPANISH MATHEMATICIAN JAVIER GÓMEZ SERRANO AND GOOGLE DEEPMIND TEAM UP TO SOLVE THE NAVIER-STOKES MILLION-DOLLAR PROBLEM

The Navier-Stokes equations are one of the seven Millennium Prize Problems - the US-based Clay Mathematics Institute has offered $1 million for the solution. Google DeepMind and mathematician Javier Gómez Serrano claim the problem will be solved soon with the help of AI. The challenge dates back to the 19th century. Several great mathematical minds have devoted the best years of their academic lives to solving the problem only to find themselves stuck in a dead end.

SPACEX LAUNCHES 4 PEOPLE INTO ORBIT ON AXIOM SPACE AX-4 MISSION

SpaceX launched a private space crew of four people on a SpaceX Falcon 9 rocket on Wednesday. The mission was brokered by commercial space company Axiom Space. The Ax-4 mission will catch up with and dock to the International Space Station in a SpaceX Dragon capsule on Thursday morning. The crew will be conducting research that spans biology, material, and physical sciences, as well as technology demonstrations during their 14-day stay. They will engage with students around the world to share their experiences. The Dragon capsule will remain docked at the station during the mission.

ALPHAGENOME: AI FOR BETTER UNDERSTANDING THE GENOME

AlphaGenome is a new unifying DNA sequence model that advances regulatory variant-effect prediction and promises to shed new light on genome function. It is now available via API for non-commercial research. The tool can predict how single variants or mutations in human DNA sequences impact a wide range of biological processes regulating genes. It can help scientists better understand genome function and disease biology and drive new biological discoveries and the development of new treatments.

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CONTAINERS ARE AVAILABLE IN PUBLIC BETA FOR SIMPLE, GLOBAL, AND PROGRAMMABLE COMPUTE

Cloudflare Containers are now available in beta for all users on paid plans. The feature enables developers to run new kinds of applications alongside Workers, opening up a world of possibilities. Containers are tightly integrated with Workers and the rest of the developer platform. This article provides a tour of Containers for developers to get started.

GEMINI CLI

Gemini CLI is a command-line AI workflow tool that connects users to tools. It understands code and was designed to accelerate workflows. Gemini CLI can query and edit large code bases, generate new apps from PDFs or sketches, automate operational tasks, use tools and MCP servers to connect new capabilities, and more.

BEGUN, THE AI BROWSER WARS HAVE

The Browser Company's new Dia browser shows an obvious glimpse of what's to come in the world of web browsers. It is a lot simpler than Arc, but the AI trade-offs make it worth the switch. Established players like Chrome have billions of users, making it difficult for them to fundamentally change their browsers overnight. With Dia, The Browser Company has a clean slate to do as it wishes - and it appears to be a good product right now.

RACK-SCALE NETWORKS ARE THE NEW HOTNESS FOR MASSIVE AI TRAINING AND INFERENCE WORKLOADS

Rack-scale architectures use interconnect technologies to offer several orders of magnitude higher bandwidth per accelerator. The bandwidth means that GPU compute and memory can be pooled, even when physically distributed across multiple distinct servers. The transition to rack-scale architectures is being driven by the demands of model builders. They are primarily aimed at hyperscale cloud providers, neo-cloud operators, and large enterprises that need to keep their AI workloads on-prem.

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MURATI'S STARTUP BETS ON ‘RL FOR BUSINESS' AFTER RAISING $2 BN

Mira Murati's AI startup, Thinking Machines Lab, will focus on creating custom AI solutions designed to help businesses increase revenue.

MONARCH

Monarch is a distributed execution engine for PyTorch that aims to deliver a high-quality user experience at cluster scale.

AARON SORKIN'S THE SOCIAL NETWORK SEQUEL OFFICIALLY IN DEVELOPMENT

Aaron Sorkin is working on a sequel to The Social Network that will be based on the Wall Street Journal series, The Facebook Files, which covers subjects like the company's influence on the January 6 riot and the mental health of teenage users.

PNG IS BACK!

A new PNG spec was just released - it includes proper HDR support, animated PNGs, and official support for Exif data.

AI CODING AGENTS ARE ALREADY COMMODITIZED

AI coding agents have no secret sauce.

IROH

iroh is a library for building on direct connections between devices that puts more control in the hands of users.

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ALPHAGENOME: AI FOR BETTER UNDERSTANDING THE GENOME

AlphaGenome, an AI tool by DeepMind, enhances the prediction of variant effects in human DNA sequences, improving our understanding of genome function and regulation. It processes up to 1 million DNA letters and predicts diverse molecular properties, offering unparalleled precision and comprehensive insights into genetic variants. Available as a preview API, AlphaGenome aims to advance disease research, synthetic biology, and fundamental genomics.

ANTHROPIC LAUNCHES AI-POWERED ARTIFACTS PLATFORM WITH APP SHARING

Claude users can now build, host, and share web apps created by Claude in a dedicated “Artifacts” space. Artifacts can now make calls to the Anthropic API as well.

GOOGLE RELEASES OPEN-SOURCE GEMINI CLI TERMINAL AGENT

Google joins OpenAI and Anthropic with a coding CLI tool, offering 60 requests per minute and 1,000 daily requests at no charge.

STATE OF FOUNDATION MODELS 2025

VC analysis reveals 1 in 8 workers globally now use AI monthly, and frontier model training costs hitting $500M although most frontier models are surpassed within 3 weeks. The report documents unprecedented revenue growth (some startups scaling $0-$20M in 60 days), reasoning models emerging as the new scaling frontier, and predicts AGI within 3 years.

DON'T BUILD MULTI-AGENTS

The makers of Devin challenge popular frameworks like OpenAI's Swarm by arguing that parallel subagents create fragile systems due to context-sharing failures and conflicting decision-making. Their approach prioritizes single-threaded agents with full context traces, backed by real-world examples from Claude Code and internal Devin architecture decisions.

HOW FAR CAN REASONING MODELS SCALE?

OpenAI's reasoning models like o3 have rapidly improved, but further scaling of its techniques might be limited. Reasoning training, which significantly enhances models post-pre-training, currently uses less compute than the largest training runs, suggesting room for growth. However, challenges like data constraints and the importance of innovations beyond just compute scaling could impact future progress.

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SUPERCLAUDE

This open-source framework adds additional tools to Claude Code including 18 specialized commands, 9 cognitive personas, and token optimization features.

EFFICIENT REASONING VIA CONTINUOUS CONCISE HINTS

ConciseHint injects learned or hand‑crafted brevity cues during generation to keep large language model reasoning succinct without hurting performance.

SYSTEM_PROMPTS_LEAKS

A collection of leaked system prompts from various AI chatbots and models, revealing their internal instructions and behavior guidelines.

META POACHES THREE OPENAI RESEARCHERS

Meta has poached three OpenAI researchers to join its superintelligence efforts. Lucas Beyer, Alexander Kolesnikov, and Xiaohua Zhai were all working in OpenAI's Zurich office and they worked together at Google DeepMind before that. Meta has been on an intense recruiting drive headed by CEO Mark Zuckerberg. The company plans to spend up to $65 billion on capital expenditures this year largely to build out its AI ambitions.

PETE BUTTIGIEG WARNS AMERICA IS "DANGEROUSLY UNDERPREPARED" FOR AI

In a Substack post, the potential 2028 presidential candidate argues that AI will reshape work, wealth, and citizenship faster than a high school student can graduate—yet neither Trump nor Democrats have articulated clear AI policies. AI will likely be the #1 challenge for world leaders.

ALTMAN POSTS PRIVATE EMAILS IN "IO" TRADEMARK DISPUTE WITH IYO

Altman shared email exchanges showing iyO founder Jason Rugolo pitching for investment, which Altman declined, claiming he was working on a "competitive" device. Rugolo claims he was played after sharing technology details of his device to entice investment.

FIVE TIPS TO MASTER GOOGLE FLOW

Google shared five practical pointers to help creators push Flow's AI video engine further after it powered more than 35 million clips in its first month.

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OPENAI CHARGES BY THE MINUTE, SO MAKE THE MINUTES SHORTER

Speed up your audio to make OpenAI transcriptions faster and cheaper.

SPANISH MATHEMATICIAN JAVIER GÓMEZ SERRANO AND GOOGLE DEEPMIND TEAM UP TO SOLVE THE NAVIER-STOKES MILLION-DOLLAR PROBLEM

Google DeepMind and mathematician Javier Gómez Serrano claim the Navier-Stokes equations - one of the seven Millennium Prize Problems with a $1 million prize for the solution - will be solved soon with the help of AI.

META WINS AI COPYRIGHT CASE—WITH A CATCH

A federal judge ruled for Meta against 13 authors but explicitly warned this wasn't a precedent protecting AI training, stating plaintiffs "made the wrong arguments" and failed to prove market harm.

FHFA DIRECTS FANNIE & FREDDIE TO CONSIDER CRYPTO IN MORTGAGE RISK ASSESSMENTS

The U.S. Federal Housing Finance Agency has issued a directive requiring Fannie Mae and Freddie Mac to consider cryptocurrency as a borrower asset in single-family mortgage risk assessments, marking a major step in legitimizing crypto within traditional housing finance. The move enables crypto, if held on regulated U.S. exchanges, to count toward reserves without needing to convert to USD. Enterprises must account for volatility and risk-adjust appropriately.

REPUBLIC LAUNCHING TOKENIZED PRE-IPO TRADING

Republic is launching tokenized representations of pre-IPO SpaceX shares, letting retail investors buy exposure onchain for as little as $50. It plans to expand to firms like OpenAI, Anthropic, Stripe, and more. Tokens will mirror secondary-market prices and bypass the usual $10,000+ and accredited-investor requirements for private-company stakes. This move raises legal and disclosure questions about retail access to private equity. Blockchain promises lower costs, faster settlement, greater transparency, and broader accessibility for investors.

SOFI TO LAUNCH BLOCKCHAIN REMITTANCES WITH STABLECOINS

SoFi will introduce international remittances over blockchain networks using US dollars and select stablecoins, enabling 24/7 transfers with rapid local‐currency deposits at a lower cost than traditional wires. The fintech company also plans to relaunch crypto trading for Bitcoin and Ethereum later this year, with future offerings like staking, crypto‐collateralized borrowing, and blockchain infrastructure services via its Galileo platform. CEO Anthony Noto's strategy follows SoFi's 2023 exit from digital‐asset services and utilizes new OCC guidance allowing national banks to provide crypto custody and stablecoin services.

ZKSYNC AIRBENDER: THE WORLD'S FASTEST OPEN-SOURCE RISC-V ZKVM

ZKsync Airbender is an open-source RISC-V zkVM that outperforms existing proving systems by 4-6x on single GPUs, delivering sub-second proofs for ZKsync blocks and averaging under 35 seconds to prove Ethereum blocks on one H100. Benchmarks show Airbender achieves 21.8 MHz base-layer throughput on H100 – 6x faster than SP1 Turbo and 20x faster than RiscZero – and runs efficiently. By slashing proving costs to $0.0001 per transfer and enabling near-real-time, consumer-grade block proving, Airbender promises to drive decentralized, fast, and low-cost interoperability across chains and support new use cases like client-side proofs and ZK-native apps.