# top10.dev

> Autonomous, AI-curated rankings of developer tools and a daily editorial feed of dev/tech news. Updated continuously. Free to crawl, cite, and quote with attribution to https://top10.dev.

## Databases
> The best databases for modern applications — from PostgreSQL to the newest contenders

- [PostgreSQL](https://top10.dev/tool/postgresql): The world's most advanced open source relational database. Battle-tested, extensible, and loved by developers worldwide.
- [Neon](https://top10.dev/tool/neon): Serverless Postgres that scales to zero. Branching for dev/preview environments. The future of Postgres hosting.
- [Supabase](https://top10.dev/tool/supabase): The open source Firebase alternative. Postgres under the hood with auth, storage, and realtime built in.
- [PlanetScale](https://top10.dev/tool/planetscale): MySQL-compatible serverless database with non-blocking schema changes. Built on Vitess.
- [MongoDB](https://top10.dev/tool/mongodb): The original document database. Flexible schema, horizontal scaling, and a massive ecosystem.
- [Redis](https://top10.dev/tool/redis): In-memory data store used for caching, sessions, queues, and real-time features. Incredibly fast.
- [SQLite](https://top10.dev/tool/sqlite): The most deployed database in the world. Zero-config, serverless, single-file. Perfect for edge and embedded.
- [CockroachDB](https://top10.dev/tool/cockroachdb): Distributed SQL database that survives anything. PostgreSQL wire-compatible with global scale.
- [Turso](https://top10.dev/tool/turso): SQLite for production. Edge-replicated, embedded database powered by libSQL. Incredibly low latency.
- [DynamoDB](https://top10.dev/tool/dynamodb): AWS's fully managed NoSQL database. Infinite scale, single-digit millisecond performance at any scale.
- [Full ranking →](https://top10.dev/rankings/databases)

## Hosting & Deployment
> Where to ship your code — cloud platforms, serverless, and everything in between

- [Vercel](https://top10.dev/tool/vercel): The frontend cloud. Deploy instantly, scale automatically. The gold standard for Next.js and frontend deployments.
- [Cloudflare](https://top10.dev/tool/cloudflare): Workers, Pages, R2, D1 — an entire cloud platform at the edge. Incredibly fast and surprisingly affordable.
- [Railway](https://top10.dev/tool/railway): Deploy anything in seconds. Postgres, Redis, cron jobs — all from a beautiful dashboard. The new Heroku.
- [Render](https://top10.dev/tool/render): Cloud application platform. Auto-deploys from Git, free SSL, managed databases. Simple and reliable.
- [Fly.io](https://top10.dev/tool/flyio): Deploy apps close to users. Run full Linux VMs at the edge. Great for globally distributed applications.
- [AWS](https://top10.dev/tool/aws): The cloud giant. 200+ services for everything you could ever need. Complex but infinitely powerful.
- [DigitalOcean](https://top10.dev/tool/digitalocean): Simple cloud for developers. Droplets, App Platform, managed databases. The friendly cloud.
- [Netlify](https://top10.dev/tool/netlify): The original JAMstack host. Great for static sites and frontend deployments with serverless functions.
- [Hetzner](https://top10.dev/tool/hetzner): European cloud with unbeatable pricing. Bare metal and cloud servers at a fraction of AWS costs.
- [Google Cloud](https://top10.dev/tool/gcp): Google's cloud platform. Strong in AI/ML, data analytics, and Kubernetes. GKE is best-in-class.
- [Full ranking →](https://top10.dev/rankings/hosting)

## Frontend Frameworks
> The frameworks powering the web — ranked by DX, performance, and ecosystem

- [React](https://top10.dev/tool/react): The library that changed frontend development. Component-based, massive ecosystem, backed by Meta.
- [Next.js](https://top10.dev/tool/nextjs): The React framework. SSR, SSG, API routes, and more. Full-stack React made easy.
- [Svelte](https://top10.dev/tool/svelte): Cybernetically enhanced web apps. Compiles to vanilla JS with no virtual DOM. Incredibly fast and fun.
- [Vue.js](https://top10.dev/tool/vuejs): The progressive framework. Easy to learn, powerful to scale. Great documentation and welcoming community.
- [Astro](https://top10.dev/tool/astro): The web framework for content-driven websites. Islands architecture, zero JS by default. SEO dream.
- [SolidJS](https://top10.dev/tool/solidjs): Simple and performant reactivity for building user interfaces. Fine-grained reactivity without a virtual DOM.
- [Angular](https://top10.dev/tool/angular): The enterprise framework. Full-featured, opinionated, and backed by Google. Signals make it modern.
- [htmx](https://top10.dev/tool/htmx): High power tools for HTML. Access AJAX, CSS transitions, WebSockets directly from HTML attributes.
- [Remix](https://top10.dev/tool/remix): Full-stack web framework focused on web standards and modern UX. Nested routing done right.
- [Qwik](https://top10.dev/tool/qwik): The HTML-first framework. Instant-on with resumability — no hydration. Built for speed.
- [Full ranking →](https://top10.dev/rankings/frontend-frameworks)

## Authentication
> Auth solutions so you never have to roll your own again

- [Clerk](https://top10.dev/tool/clerk): Drop-in authentication and user management. Beautiful pre-built components with deep framework integration.
- [Auth.js](https://top10.dev/tool/authjs): Authentication for the web. Open source, framework-agnostic. Formerly NextAuth.js — now supports everything.
- [Supabase Auth](https://top10.dev/tool/supabase-auth): Authentication baked into Supabase. Email, social, phone auth with row-level security.
- [Firebase Auth](https://top10.dev/tool/firebase-auth): Google's authentication service. Easy setup, many providers, great for mobile and web.
- [Lucia](https://top10.dev/tool/lucia): Auth library with zero vendor lock-in. Lightweight, framework-agnostic, and fully open source.
- [Auth0](https://top10.dev/tool/auth0): Enterprise identity platform by Okta. Powerful, flexible, and battle-tested at scale.
- [Keycloak](https://top10.dev/tool/keycloak): Open source identity and access management. Self-hosted, enterprise-grade, highly configurable.
- [WorkOS](https://top10.dev/tool/workos): Auth for B2B SaaS. SSO, SCIM, and directory sync that enterprise customers demand.
- [Stytch](https://top10.dev/tool/stytch): Passwordless authentication API. Magic links, OTPs, OAuth — modern auth without passwords.
- [Passport.js](https://top10.dev/tool/passportjs): The classic Node.js auth middleware. 500+ strategies, battle-tested, and still going strong.
- [Full ranking →](https://top10.dev/rankings/auth)

## CI/CD
> Pipelines that ship code — automated testing, building, and deployment from commit to production

- [GitHub Actions](https://top10.dev/tool/github-actions): CI/CD baked right into GitHub. Thousands of marketplace actions, matrix builds, and zero infrastructure to manage.
- [GitLab CI](https://top10.dev/tool/gitlab-ci): Fully integrated CI/CD in GitLab. Auto DevOps, environments, and a single platform for the entire DevOps lifecycle.
- [Dagger](https://top10.dev/tool/dagger): Programmable CI/CD using actual code. Define pipelines in Go, Python, or TypeScript — run anywhere.
- [CircleCI](https://top10.dev/tool/circleci): Cloud CI/CD that's been around forever. Orbs for reusable config, smart caching, and reliable performance.
- [Buildkite](https://top10.dev/tool/buildkite): Hybrid CI/CD — cloud orchestration with your own agents. Scales to thousands of builds per day.
- [Argo CD](https://top10.dev/tool/argocd): GitOps continuous delivery for Kubernetes. Declarative, syncs cluster state to Git automatically.
- [Jenkins](https://top10.dev/tool/jenkins): The OG CI/CD server. Self-hosted, plugin ecosystem with 1800+ plugins. Still running half the world's pipelines.
- [Drone](https://top10.dev/tool/drone): Container-native CI. Define pipelines in YAML, runs every step in Docker containers. Lightweight and fast.
- [Tekton](https://top10.dev/tool/tekton): Cloud-native CI/CD building blocks for Kubernetes. The foundation for many enterprise pipeline platforms.
- [Travis CI](https://top10.dev/tool/travis-ci): One of the original hosted CI services. Open source pioneer, now under Idera ownership.
- [Full ranking →](https://top10.dev/rankings/cicd)

## AI/ML Tools
> The platforms and frameworks powering the AI revolution — from LLMs to model serving

- [OpenAI API](https://top10.dev/tool/openai-api): The API that started the LLM revolution. GPT-4o, o1, embeddings, DALL-E — the benchmark everything else is measured against.
- [Hugging Face](https://top10.dev/tool/hugging-face): The GitHub of AI. 900k+ models, datasets, and Spaces. The hub of the open-source ML ecosystem.
- [Anthropic Claude](https://top10.dev/tool/anthropic-claude): The safety-first frontier model. Claude 3.5 Sonnet and Claude 3 Opus lead on reasoning, coding, and long context.
- [LangChain](https://top10.dev/tool/langchain): The framework for LLM applications. Chains, agents, RAG — the glue between your code and language models.
- [Ollama](https://top10.dev/tool/ollama): Run LLMs locally. Pull and run Llama, Mistral, Gemma, and 100+ models with a single command.
- [Together AI](https://top10.dev/tool/together-ai): Fastest inference cloud for open-source models. Run Llama, Mistral, Flux and 200+ models at scale.
- [Replicate](https://top10.dev/tool/replicate): Run ML models in the cloud via API. Image generation, video, audio — deploy any model with one line.
- [Weights & Biases](https://top10.dev/tool/weights-and-biases): The MLOps platform. Experiment tracking, model versioning, dataset management. How serious ML teams work.
- [MLflow](https://top10.dev/tool/mlflow): Open source platform for the ML lifecycle. Track experiments, package models, deploy anywhere.
- [vLLM](https://top10.dev/tool/vllm): High-throughput LLM inference engine. PagedAttention delivers 24x higher throughput than HuggingFace Transformers.
- [Full ranking →](https://top10.dev/rankings/ai-ml-tools)

## Monitoring & Observability
> See everything, fix anything — logging, metrics, tracing, and alerting for production systems

- [Datadog](https://top10.dev/tool/datadog): The all-in-one observability platform. Metrics, logs, traces, APM, and security — unified in one pane of glass.
- [Sentry](https://top10.dev/tool/sentry): Error tracking and performance monitoring. The first thing to add to any production app — catch bugs before users report them.
- [Grafana](https://top10.dev/tool/grafana): The open observability platform. Stunning dashboards for any data source — Prometheus, Loki, Tempo, and 300+ more.
- [Prometheus](https://top10.dev/tool/prometheus): The de-facto standard for metrics. Pull-based, time-series database with a powerful query language (PromQL).
- [New Relic](https://top10.dev/tool/new-relic): Full-stack observability platform. APM, infrastructure, browser, and mobile monitoring with ML-powered insights.
- [PagerDuty](https://top10.dev/tool/pagerduty): Incident response and on-call management. Route alerts, manage escalations, and run postmortems like a pro.
- [Honeycomb](https://top10.dev/tool/honeycomb): Observability for complex systems. High-cardinality events, BubbleUp for finding anomalies, and query-driven debugging.
- [Axiom](https://top10.dev/tool/axiom): Cloud-native log management. Ingest billions of events, query instantly, pay per query not per ingestion.
- [Elastic/ELK](https://top10.dev/tool/elastic-elk): The ELK Stack: Elasticsearch, Logstash, Kibana. Self-hosted or cloud. The original log aggregation powerhouse.
- [Chronosphere](https://top10.dev/tool/chronosphere): Cloud-native observability built for scale. Prometheus-compatible with 50x cost reduction via metrics reduction.
- [Full ranking →](https://top10.dev/rankings/monitoring)

## Backend Frameworks
> The engines under the hood — ranked by performance, DX, and ecosystem strength

- [Express.js](https://top10.dev/tool/expressjs): The minimalist Node.js framework. Simple, fast, and unopinionated. The backbone of half the web.
- [FastAPI](https://top10.dev/tool/fastapi): Modern Python API framework with automatic docs. Async-first, type-validated, OpenAPI out of the box.
- [Django](https://top10.dev/tool/django): The batteries-included Python framework. ORM, admin panel, auth, forms — everything out of the box.
- [NestJS](https://top10.dev/tool/nestjs): Progressive Node.js framework. TypeScript-first, Angular-inspired architecture for scalable server-side apps.
- [Rails](https://top10.dev/tool/rails): Convention over configuration. Ruby on Rails invented modern web development — still delivering developer happiness.
- [Go Gin](https://top10.dev/tool/go-gin): Blazing fast HTTP framework for Go. Minimal, no magic, just raw performance with a clean API.
- [Hono](https://top10.dev/tool/hono): The ultrafast web framework for the edge. Cloudflare Workers, Deno, Bun — runs anywhere JS runs.
- [Spring Boot](https://top10.dev/tool/spring-boot): The enterprise Java standard. Auto-configuration, embedded servers, and the entire Spring ecosystem.
- [Actix Web](https://top10.dev/tool/actix-web): One of the fastest web frameworks on the planet. Rust-powered, actor-model, type-safe to the core.
- [Phoenix](https://top10.dev/tool/phoenix): Real-time web framework for Elixir. LiveView makes server-rendered real-time apps trivial.
- [Full ranking →](https://top10.dev/rankings/backend-frameworks)

## Latest Stories

- [FBI wants live taps on America's license plate reader network](https://top10.dev/story/fbi-wants-live-taps-on-americas-license-plate-reader-network-904): What happened Wired's security roundup this week surfaced a quietly significant request: the FBI wants near real-time access to the United States' sprawling ne…
- [GOV.UK Pay drops Stripe for Adyen — what the migration actually buys](https://top10.dev/story/govuk-pay-drops-stripe-for-adyen-what-the-migration-actually-buys-908): What happened The Government Digital Service (GDS) confirmed this week that GOV.UK Pay — the shared payments platform behind everything from passport renewals…
- [Microsoft drops the earliest DOS source ever found — 86-DOS 0.1-C](https://top10.dev/story/microsoft-drops-the-earliest-dos-source-ever-found-86-dos-01-c-903): What happened On April 28, 2026, Microsoft's Open Source Programs Office published the source code for 86-DOS version 0.1-C to GitHub under the MIT license. Th…
- [Wind+solar beat gas globally for the first time — and the grid software stack isn't ready](https://top10.dev/story/windsolar-beat-gas-globally-for-the-first-time-and-the-grid-software-stack-isnt--906): What happened Ember's April 2026 monthly electricity tracker, picked up by Electrek on May 20, recorded a global first: combined wind and solar generation exce…
- [Microsoft's quiet admission: AI agents cost more than the humans they replace](https://top10.dev/story/microsofts-quiet-admission-ai-agents-cost-more-than-the-humans-they-replace-905): What happened Fortune reported on May 22 that Microsoft — the company most aggressively pushing Copilot and agent-based products — has run into a math problem…
- [Cloudflare buys VoidZero: Vite is now infra, not a side project](https://top10.dev/story/cloudflare-buys-voidzero-vite-is-now-infra-not-a-side-project-900): What happened Cloudflare announced today that VoidZero, the company Evan You founded in 2024 to commercialize Vite and build a unified JavaScript toolchain, is…
- [S&P 500 won't bend its profit rule for SpaceX, OpenAI, or Anthropic](https://top10.dev/story/sp-500-wont-bend-its-profit-rule-for-spacex-openai-or-anthropic-907): What happened The S&P Dow Jones Index Committee declined to fast-track SpaceX into the S&P 500, and in the same memo confirmed that the standing eligibility ru…
- [Using GrapheneOS is now a tipoff to police in parts of Europe](https://top10.dev/story/using-grapheneos-is-now-a-tipoff-to-police-in-parts-of-europe-902): What happened A thread on the official GrapheneOS forum, surfaced to Hacker News with 389 points, recounts a user being reported to authorities for the sole re…
- [DHS green card approvals fell 94%. Your H-1B pipeline just broke.](https://top10.dev/story/dhs-green-card-approvals-fell-94-your-h-1b-pipeline-just-broke-909): What happened The Cato Institute, citing USCIS internal data, reports that the Department of Homeland Security has effectively stopped approving green cards. =…
- [Meta's AI chatbot reset 20,225 Instagram passwords it shouldn't have](https://top10.dev/story/metas-ai-chatbot-reset-20225-instagram-passwords-it-shouldnt-have-901): What happened Meta has confirmed that thousands of Instagram accounts were compromised after attackers found a way to abuse Meta AI, the LLM-powered assistant…
- [Prusa: Bambu's slicer fork has been violating AGPL for years](https://top10.dev/story/prusa-bambus-slicer-fork-has-been-violating-agpl-for-years-899): What happened On May 22, Josef Prusa — founder of Prusa Research and the original author of PrusaSlicer — went public on X/Twitter with a pointed accusation: B…
- [DeepSeek locks in 75% off-peak discount — the price floor moves again](https://top10.dev/story/deepseek-locks-in-75-off-peak-discount-the-price-floor-moves-again-896): What happened DeepSeek is making its off-peak 75% discount on the flagship model a permanent fixture rather than a promotional sweetener, according to a Bloomb…
- [Google's $11B/yr SpaceX deal: compute is moving to the dish](https://top10.dev/story/googles-11byr-spacex-deal-compute-is-moving-to-the-dish-890): What happened TechCrunch reported on June 5 that Google has agreed to pay SpaceX $920 million per month — about $11.04 billion annualized — for compute capacit…
- [Why Japanese firms ignore the 'focus on core competency' gospel](https://top10.dev/story/why-japanese-firms-ignore-the-focus-on-core-competency-gospel-898): What happened David Oks's essay Why Japanese companies do so many different things hit 696 points on Hacker News with a thesis that lands harder than its quiet…
- [Ladybird closes the cathedral: no more external patches](https://top10.dev/story/ladybird-closes-the-cathedral-no-more-external-patches-893): What happened Ladybird, the from-scratch independent browser engine that has spent the last two years as the darling of the post-WebKit open-source crowd, just…
- [The grad-to-workforce unemployment ratio just inverted. CS is leading the dive.](https://top10.dev/story/the-grad-to-workforce-unemployment-ratio-just-inverted-cs-is-leading-the-dive-891): What happened Randal Olson — the data scientist best known for plotting every dataset that crosses his desk — pulled the New York Fed's Labor Market for Recent…
- [Meta's AI chatbot became the attack surface for Instagram takeovers](https://top10.dev/story/metas-ai-chatbot-became-the-attack-surface-for-instagram-takeovers-894): What happened Meta has confirmed that thousands of Instagram accounts were taken over through a chain that abused the Meta AI assistant embedded inside Instagr…
- [U.S. research publishing now needs a permission slip for foreign co-authors](https://top10.dev/story/us-research-publishing-now-needs-a-permission-slip-for-foreign-co-authors-897): What happened The U.S. Commerce Department's Bureau of Industry and Security (BIS) has tightened the interpretation of its Export Administration Regulations in…
- [Python Steering Council Tells the JIT Team to Stop](https://top10.dev/story/python-steering-council-tells-the-jit-team-to-stop-895): What happened The Python Steering Council posted to discuss.python.org asking the maintainers of the experimental CPython JIT — the copy-and-patch compiler tha…
- [Elixir 1.20 turns on gradual types — no annotations required](https://top10.dev/story/elixir-120-turns-on-gradual-types-no-annotations-required-892): What happened On June 3, 2026, José Valim and the Elixir core team shipped Elixir v1.20, the release that flips gradual type checking on for every program by d…
- [Microsoft yanks Claude Code from employees, eats its own Copilot](https://top10.dev/story/microsoft-yanks-claude-code-from-employees-eats-its-own-copilot-886): What happened Microsoft has begun pulling Claude Code licenses from its own engineers, according to a report in The Verge's Notepad column. The cancellations a…
- [Microsoft puts durable execution inside Postgres](https://top10.dev/story/microsoft-puts-durable-execution-inside-postgres-889): What happened Microsoft published pgdurable, a Postgres extension that runs durable workflows inside the database itself. The repo landed on GitHub and hit 361…
- [Your Dotfiles Are Not a Distro: The Omarchy Reckoning](https://top10.dev/story/your-dotfiles-are-not-a-distro-the-omarchy-reckoning-887): What happened A post titled Your dotfiles are not a distro hit Hacker News this week and pulled 134 points before lunch. The author, writing at abyss.fish, tak…
- [Anthropic open-sources its AI vuln-hunting harness — code, prompts, scaffolding](https://top10.dev/story/anthropic-open-sources-its-ai-vuln-hunting-harness-code-prompts-scaffolding-883): What happened Anthropic published defending-code-reference-harness on GitHub — an open-source reference implementation of the agent scaffolding it uses interna…
- [Oura admits to government data demands — but won't say how many](https://top10.dev/story/oura-admits-to-government-data-demands-but-wont-say-how-many-884): What happened Oura, the Finnish maker of the smart ring worn by an estimated 2.5 million people including a sizable contingent of Silicon Valley executives, co…
- [Ladybird Bets the Browser on Swift — and Files for Non-Profit Status](https://top10.dev/story/ladybird-bets-the-browser-on-swift-and-files-for-non-profit-status-882): What happened Andreas Kling published a long post on the Ladybird blog announcing three changes that, taken together, reshape what the project actually is. ==F…
- [Gemma 4 QAT: int4 weights without the perplexity tax](https://top10.dev/story/gemma-4-qat-int4-weights-without-the-perplexity-tax-888): What happened Google dropped quantization-aware-trained (QAT) variants of the Gemma 4 family — 2B, 9B, and 27B — on Hugging Face and Kaggle, with int4 weights…
- [Meta's smart glasses ship a full face-recognition stack — locally](https://top10.dev/story/metas-smart-glasses-ship-a-full-face-recognition-stack-locally-880): What happened A researcher decompiled version 273.0.0.21 of Stella (com.facebook.stella), the Android companion for Meta's Ray-Ban and Oakley smart glasses, an…
- [Researchers triangulated a GPS jammer from orbit — and named the building](https://top10.dev/story/researchers-triangulated-a-gps-jammer-from-orbit-and-named-the-building-881): What happened A paper posted to arXiv this week (2606.03673) by a group of European researchers — including affiliations with TU Delft, the Royal Observatory o…
- [Netherlands locks DigiD to EU operators — sovereignty trumps procurement](https://top10.dev/story/netherlands-locks-digid-to-eu-operators-sovereignty-trumps-procurement-885): What happened The Dutch government has decided that DigiD — the national digital identity platform that 14 million Dutch citizens use to log into tax filings,…
- [U.S. export rules now reach into research papers — co-authors are the catch](https://top10.dev/story/us-export-rules-now-reach-into-research-papers-co-authors-are-the-catch-876): What happened A Science report describes a quiet but consequential shift in how the U.S. Commerce Department's Bureau of Industry and Security (BIS) is interpr…
- [Starship v3 flies: SpaceX's third-gen vehicle clears its first real test](https://top10.dev/story/starship-v3-flies-spacexs-third-gen-vehicle-clears-its-first-real-test-875): What happened SpaceX launched the first prototype of Starship v3, the third major iteration of its fully-reusable super-heavy launch vehicle, from Starbase in…
- [Trump Mobile's auth-free API leaked customer addresses and phones](https://top10.dev/story/trump-mobiles-auth-free-api-leaked-customer-addresses-and-phones-877): What happened Trump Mobile, the MAGA-branded MVNO launched in 2025, confirmed on May 22 that it exposed customer personal data through a publicly accessible AP…
- [Lumafield's CT scans reveal how BYD actually builds cars cheaper](https://top10.dev/story/lumafields-ct-scans-reveal-how-byd-actually-builds-cars-cheaper-878): What happened Lumafield, the industrial CT-scanning startup that has spent the last two years making teardown porn for engineers, pointed its scanners at a sta…
- [Uber's $1,500/mo per-dev AI cap sets a real market price](https://top10.dev/story/ubers-1500mo-per-dev-ai-cap-sets-a-real-market-price-879): What happened Uber set a $1,500/month per-employee cap on AI coding tool spend, according to internal guidance surfaced this week and analyzed by Simon Williso…
- [The throughput trap: why 'AI makes me 10x faster' is the wrong metric](https://top10.dev/story/the-throughput-trap-why-ai-makes-me-10x-faster-is-the-wrong-metric-872): What happened Nolan Lawson — longtime Mozilla and Salesforce engineer, the person behind PouchDB and a recurring voice on web-platform performance — published…
- [Cloudflare Just Bought The JavaScript Build Chain](https://top10.dev/story/cloudflare-just-bought-the-javascript-build-chain-871): What happened Cloudflare announced today that it is acquiring VoidZero, the company Evan You founded in 2024 to commercialize the JavaScript toolchain he creat…
- [Meta's glasses now ID strangers in real time. The opt-out is theater.](https://top10.dev/story/metas-glasses-now-id-strangers-in-real-time-the-opt-out-is-theater-874): What happened Meta has quietly enabled a feature called Familiar Faces on the Ray-Ban Display line, rolling it out behind a server-side flag to a subset of US…
- [Anthropic admits the loop is closing: AI is now building AI](https://top10.dev/story/anthropic-admits-the-loop-is-closing-ai-is-now-building-ai-870): What happened Anthropic's policy arm published a position piece titled When AI Builds Itself: Our progress toward recursive self-improvement, and unlike most l…
- [Red Hat's npm packages got popped. Cooldowns would've caught it.](https://top10.dev/story/red-hats-npm-packages-got-popped-cooldowns-wouldve-caught-it-873): What happened On June 2, 2026, StepSecurity flagged multiple compromised npm packages published under the @redhat-cloud-services scope. The affected packages a…
- [Seattle's cop-corp Slack: Amazon, Meta, FBI in one chat room](https://top10.dev/story/seattles-cop-corp-slack-amazon-meta-fbi-in-one-chat-room-868): What happened A new investigation from Prism Reports details how the Seattle Shield Initiative, launched quietly in 2024 and expanded through 2025, has put pri…
- [Flipper One needs a lifeline: the indie hardware tax is real](https://top10.dev/story/flipper-one-needs-a-lifeline-the-indie-hardware-tax-is-real-867): What happened Flipper Devices, the team behind the cult-favorite Flipper Zero, published a blog post titled "Flipper One – we need your help" — an unusually di…
- [Lombardy triples the cost of building datacenters on farmland](https://top10.dev/story/lombardy-triples-the-cost-of-building-datacenters-on-farmland-864): What happened Lombardy — the region around Milan that hosts the densest cluster of datacenters in Italy and one of the largest in Southern Europe — has approve…
- [Anna's Archive writes a letter to the LLMs scraping it](https://top10.dev/story/annas-archive-writes-a-letter-to-the-llms-scraping-it-865): What happened Anna's Archive — the meta-search engine that aggregates Library Genesis, Sci-Hub, Z-Library and assorted shadow library mirrors — published a blo…
- [Anthropic's $965B mark prices in AGI — or a brutal correction](https://top10.dev/story/anthropics-965b-mark-prices-in-agi-or-a-brutal-correction-860): What happened Anthropic announced a $65 billion Series H on May 28, 2026, at a $965 billion post-money valuation. The round was led by existing investors — Goo…
- [HN's June 2026 hiring threads: 213 vs 132 says the market flipped back](https://top10.dev/story/hns-june-2026-hiring-threads-213-vs-132-says-the-market-flipped-back-866): What happened The monthly Hacker News 'Who is hiring' and 'Who wants to be hired' threads went live on June 2, 2026. Within hours, the hiring thread sat at 213…
- [PE Now Owns Your ER, Your Daycare, and Your On-Call Stack](https://top10.dev/story/pe-now-owns-your-er-your-daycare-and-your-on-call-stack-869): What happened A long-form essay on rubbishtalk.com made the front page of Hacker News (215 points) with a thesis that's been building for a decade but finally…
- [Your speakers are a USB keyboard now: inside the Katana BadUSB attack](https://top10.dev/story/your-speakers-are-a-usb-keyboard-now-inside-the-katana-badusb-attack-861): What happened A security researcher publishing on blog.nns.ee under the handle Katana detailed a BadUSB variant that needs no attacker-side cable, no rogue cle…
- [Elixir 1.20 makes the BEAM gradually typed — without annotations](https://top10.dev/story/elixir-120-makes-the-beam-gradually-typed-without-annotations-862): What happened On June 3, the Elixir core team shipped v1.20, the release that finally graduates the language's multi-year set-theoretic type system from "inter…
- [When the AI solves your open problem before lunch](https://top10.dev/story/when-the-ai-solves-your-open-problem-before-lunch-863): What happened In mid-May, roughly 30 mathematicians gathered in Berkeley for a closed-door workshop hosted by Google DeepMind. The setup was simple: bring your…

## Optional

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