# 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

- [Codex is encrypting sub-agent prompts. Your logs just went dark.](https://top10.dev/story/codex-is-encrypting-sub-agent-prompts-your-logs-just-went-dark-1293): What happened On July 12, a GitHub issue (openai/codex28058) escalated from a curiosity to the top of Hacker News in a few hours. The report: recent versions o…
- [Congress didn't just kill Census DP — it legalized worse privacy math](https://top10.dev/story/congress-didnt-just-kill-census-dp-it-legalized-worse-privacy-math-1292): What happened Damien Desfontaines — a privacy engineer at Tumult Labs and one of the more readable voices in the differential privacy world — published a post…
- [The Kimi K3 moment: open weights caught the frontier](https://top10.dev/story/the-kimi-k3-moment-open-weights-caught-the-frontier-1291): What happened Stephen Bochinski's post — currently the top item on Hacker News with 174 points — calls Kimi K3 an inflection point, and the numbers back him up…
- [Windows Update is now a bloatware channel — LG proves it](https://top10.dev/story/windows-update-is-now-a-bloatware-channel-lg-proves-it-1294): What happened Windows users with LG monitors started noticing a program called LG OnScreen Control appearing on their machines without ever downloading it. No…
- [Regressive JPEGs: squeezing bytes out of a 30-year-old codec](https://top10.dev/story/regressive-jpegs-squeezing-bytes-out-of-a-30-year-old-codec-1297): What happened A post titled Regressive JPEGs from maurycyz.com hit the front page of Hacker News with 285 points, and the premise is deceptively simple: use li…
- [Conventional Commits Are a Tax You're Paying for a Changelog You Don't Read](https://top10.dev/story/conventional-commits-are-a-tax-youre-paying-for-a-changelog-you-dont-read-1300): What happened Sumner Evans' post "Stop Using Conventional Commits" hit Hacker News this week at 170 points and triggered the kind of thread where staff enginee…
- [Flux.ai sicced Fenwick on Adafruit. The maker community noticed.](https://top10.dev/story/fluxai-sicced-fenwick-on-adafruit-the-maker-community-noticed-1295): What happened On June 1, Adafruit Industries — the open-hardware company Limor 'Ladyada' Fried founded in her MIT dorm room in 2005 — disclosed on its blog tha…
- [Stack Overflow's question volume is back to 2009 levels](https://top10.dev/story/stack-overflows-question-volume-is-back-to-2009-levels-1299): What happened A Stack Exchange Data Explorer query published to Hacker News plotted monthly question volume on Stack Overflow from 2008 through mid-2026. The s…
- [KDE Plasma's X11 farewell: 6.5 is the last stop](https://top10.dev/story/kde-plasmas-x11-farewell-65-is-the-last-stop-1296): What happened KDE developer David Edmundson published a blunt heads-up on his blog: Plasma 6.5 will be the last Plasma release to ship an X11 session. After th…
- [PHK signs off: 25 years of bikesheds, and what they still teach us](https://top10.dev/story/phk-signs-off-25-years-of-bikesheds-and-what-they-still-teach-us-1298): What happened Poul-Henning Kamp — known universally as PHK — has filed his final column for ACM Queue. The title, Goodbye, and Thanks for All the Bikesheds, is…
- [60% of UK 'military experts' on TV have undisclosed arms ties](https://top10.dev/story/60-of-uk-military-experts-on-tv-have-undisclosed-arms-ties-1286): What happened Action on Armed Violence (AOAV), a London-based research NGO, audited UK media appearances by named 'military experts' and 'defence analysts' ove…
- [AWS billed a hobby account $1.7B. The dashboard, not the meter, broke.](https://top10.dev/story/aws-billed-a-hobby-account-17b-the-dashboard-not-the-meter-broke-1290): What happened A Hacker News post titled "AWS: Inaccurate Estimated Billing Data - $1.7 BILLION" hit the front page overnight, with the submitter reporting an e…
- [South Korea Wants Every Forum to Run AI Image Scans Before Upload](https://top10.dev/story/south-korea-wants-every-forum-to-run-ai-image-scans-before-upload-1283): What happened The Korea Communications Standards Commission (KCSC) is pushing a rule that would require operators of online communities to run AI-based content…
- [Microsoft's 5B-Active MAI-Code-1-Flash Cracks 51% on SWE-Bench Pro](https://top10.dev/story/microsofts-5b-active-mai-code-1-flash-cracks-51-on-swe-bench-pro-1284): What happened Microsoft AI shipped MAI-Code-1-Flash, a sparse mixture-of-experts coding model with roughly 5B active parameters per token, and posted a 51% sco…
- [Apple lawyers up as OpenAI raids its AI bench](https://top10.dev/story/apple-lawyers-up-as-openai-raids-its-ai-bench-1285): What happened According to the Financial Times, Apple has sent legal letters to dozens of former employees who left for OpenAI, reminding them of their confide…
- [Do transformers really need three projections? New paper says no](https://top10.dev/story/do-transformers-really-need-three-projections-new-paper-says-no-1281): What happened A paper posted to arXiv (2606.04032) under the title Do transformers need three projections? Systematic study of QKV variants ran the experiment…
- [Apple's App Store now treats the Accessibility API as a competitive moat](https://top10.dev/story/apples-app-store-now-treats-the-accessibility-api-as-a-competitive-moat-1287): What happened A solo developer at MITM LLC built a dictation app for macOS and submitted it to the App Store. The app does one thing: it transcribes speech and…
- [Consistent sleep schedule beats 8 hours for staying alive, study finds](https://top10.dev/story/consistent-sleep-schedule-beats-8-hours-for-staying-alive-study-finds-1289): What happened A 2023 paper in the journal Sleep by Windred, Fripp, Vidafar, et al., titled Sleep regularity is a stronger predictor of mortality risk than slee…
- [ISS air leak forces shelter order — the station is running out of runway](https://top10.dev/story/iss-air-leak-forces-shelter-order-the-station-is-running-out-of-runway-1282): What happened NASA and Roscosmos directed the seven-person ISS crew to shelter in the Russian Orbital Segment while ground teams worked the latest escalation o…
- [WSL 2's quiet fix: per-device swiotlb pools unblock virtiofs throughput](https://top10.dev/story/wsl-2s-quiet-fix-per-device-swiotlb-pools-unblock-virtiofs-throughput-1288): What happened A recent patch series landed in the WSL 2 kernel tree introducing per-device swiotlb pools for virtiofs and the virtio-proxy transport. The chang…
- [Botsitting: the 6-hour weekly tax nobody put in the AI ROI deck](https://top10.dev/story/botsitting-the-6-hour-weekly-tax-nobody-put-in-the-ai-roi-deck-1277): What happened A Business Insider report surfaced on Hacker News (221 points) puts a number on something every engineer using Copilot, Cursor, or Claude has fel…
- [Apple sues OpenAI, says ex-employees walked out with trade secrets](https://top10.dev/story/apple-sues-openai-says-ex-employees-walked-out-with-trade-secrets-1278): What happened Apple has sued OpenAI, accusing a group of former Apple employees who left for the AI lab of taking trade secrets with them. The filing, first re…
- [What the June 2026 HN hiring threads actually tell you](https://top10.dev/story/what-the-june-2026-hn-hiring-threads-actually-tell-you-1276): What happened The June 2026 edition of Hacker News's monthly ritual landed on schedule: Ask HN: Who is hiring? (item 48357725) cleared 208 points within hours,…
- [Why HN keeps trashing AI code: it's not Luddism, it's review cost](https://top10.dev/story/why-hn-keeps-trashing-ai-code-its-not-luddism-its-review-cost-1275): What happened An Ask HN thread titled 'Why is the HN crowd so anti-AI?' hit 96 points on the front page. The OP's complaint is straightforward: every day the B…
- [Ladybird tightens dev process — last non-Chromium engine grows up](https://top10.dev/story/ladybird-tightens-dev-process-last-non-chromium-engine-grows-up-1273): What happened The Ladybird Browser Initiative posted a blog titled 'Changing How We Develop Ladybird,' outlining a new contribution and review workflow for the…
- [The $1.4T IPO problem isn't demand. It's the Russell rebalance.](https://top10.dev/story/the-14t-ipo-problem-isnt-demand-its-the-russell-rebalance-1271): What happened The Economist ran the numbers this week on a question that has been quietly nagging at every late-stage equity holder in the Valley: if Anthropic…
- [Berkeley CS failure rates climb as students outsource the math to AI](https://top10.dev/story/berkeley-cs-failure-rates-climb-as-students-outsource-the-math-to-ai-1272): What happened The Daily Californian reports that professors across UC Berkeley's CS department are seeing a sharp climb in failing grades, tied to two convergi…
- [Linux input latency, measured: Wayland finally catches X11](https://top10.dev/story/linux-input-latency-measured-wayland-finally-catches-x11-1274): What happened A German developer, Marco Nett, wired up a high-speed camera, a modded mouse with an LED soldered across the left-click switch, and a frame-accur…
- [Using GrapheneOS is now, apparently, probable cause](https://top10.dev/story/using-grapheneos-is-now-apparently-probable-cause-1280): What happened A thread on the official GrapheneOS forum (discuss.grapheneos.org/d/36134) describes a user who was reported to authorities specifically because…
- [Cursor's 0day and the case for full disclosure in AI IDEs](https://top10.dev/story/cursors-0day-and-the-case-for-full-disclosure-in-ai-ides-1279): What happened Mindgard's security team published a full-disclosure writeup on a zero-day in Cursor, the AI-first code editor now valued north of $9B. The bug i…
- [Zig's ELF linker is no longer a toy — and it's coming for LLD](https://top10.dev/story/zigs-elf-linker-is-no-longer-a-toy-and-its-coming-for-lld-1268): What happened The Zig devlog entry for 2026-05-30 landed quietly and then promptly hit 194 points on Hacker News. The headline: the self-hosted ELF linker, whi…
- [A 13-year-old Xeon runs Gemma 4 26B at 5 tok/s — no GPU needed](https://top10.dev/story/a-13-year-old-xeon-runs-gemma-4-26b-at-5-toks-no-gpu-needed-1266): What happened NeoMind Labs published a teardown on running Google's Gemma 4 26B at a sustained 5 tokens/second on a Dell Precision T5600 — a workstation that s…
- [The real target of Microsoft's Office kill-switch: AI agents, not grandma](https://top10.dev/story/the-real-target-of-microsofts-office-kill-switch-ai-agents-not-grandma-1269): What happened Microsoft has scheduled a remote degradation of Office 2019 and Office 2021 for Mac — perpetual-license products customers paid for outright — co…
- [OpenAI just lost the 'ChatGPT' trademark fight in the EU](https://top10.dev/story/openai-just-lost-the-chatgpt-trademark-fight-in-the-eu-1267): What happened The EU General Court in Luxembourg ruled against OpenAI in a trademark dispute over the 'ChatGPT' mark, according to a DPA International report p…
- [Flux.ai sics Fenwick on Adafruit — the OSS hardware community's Streisand moment](https://top10.dev/story/fluxai-sics-fenwick-on-adafruit-the-oss-hardware-communitys-streisand-moment-1262): What happened On June 1, Adafruit Industries — the Manhattan-based open-source hardware company founded by Limor "Ladyada" Fried in 2005 — disclosed on its blo…
- [When Marzban trends on GitHub, someone's internet just got worse](https://top10.dev/story/when-marzban-trends-on-github-someones-internet-just-got-worse-1263): What happened Two repos from the same maintainer — x4gKing/Marzban-Panel (682) and x4gKing/Marzban-Node (577) — landed on GitHub Trending on the same day, alon…
- [S&P's no-fast-track rule just pushed Stripe and Databricks' equity clocks back](https://top10.dev/story/sps-no-fast-track-rule-just-pushed-stripe-and-databricks-equity-clocks-back-1264): What happened On June 4, S&P Dow Jones Indices closed its public consultation on whether to fast-track mega-cap IPOs into the S&P 500 and Total Market indices.…
- [Google hits 50% IPv6. AWS, k8s, and your VPC are why it took 30 years.](https://top10.dev/story/google-hits-50-ipv6-aws-k8s-and-your-vpc-are-why-it-took-30-years-1270): What happened APNIC's measurement lab, the canonical scoreboard for IPv6 adoption, reported that Google's global IPv6 user traffic crossed the 50% line. ==Thre…
- [Chat Control 2.0: The EU's client-side scanning plan is back](https://top10.dev/story/chat-control-20-the-eus-client-side-scanning-plan-is-back-1261): What happened A campaign site — fightchatcontrol.eu — is currently the top-voted story on Hacker News with 634 points, and it exists because the EU's Child Sex…
- [Meta's $34T security model: a 6-digit code with no rate limit](https://top10.dev/story/metas-34t-security-model-a-6-digit-code-with-no-rate-limit-1265): What happened Security researcher Sid (0xsid) discovered that Instagram's password reset flow — the endpoint that validates the 6-digit code sent to a user's e…
- [A $500 SDR that watches drones — and your neighbor's WiFi through drywall](https://top10.dev/story/a-500-sdr-that-watches-drones-and-your-neighbors-wifi-through-drywall-1258): What happened Jeff Geerling — the Raspberry Pi tinkerer whose YouTube channel has become a de facto acceptance test for prosumer hardware — spent a week with t…
- [NYC just made 'click to cancel' the law. Your billing code has 90 days.](https://top10.dev/story/nyc-just-made-click-to-cancel-the-law-your-billing-code-has-90-days-1259): What happened On July 10, the New York City Council passed the nation's first municipal ban on deceptive subscription practices, and Mayor Adams signed it the…
- [SpaceX wants 130,000 Starlink satellites. The RF math is the real story.](https://top10.dev/story/spacex-wants-130000-starlink-satellites-the-rf-math-is-the-real-story-1255): What happened SpaceX has filed a new application with the FCC asking for authorization to launch roughly 100,000 additional Starlink satellites on top of the ~…
- [strncpy is libc's most misleading function. Linux spent 6 years killing it](https://top10.dev/story/strncpy-is-libcs-most-misleading-function-linux-spent-6-years-killing-it-1256): What happened Linux 7.2 ships with zero remaining calls to strncpy() in the entire kernel tree. The merge that closed the last instance — commit 1a3746ccbb0a —…
- [Hide My Email's quiet downgrade: the privacy alias loses its escape hatch](https://top10.dev/story/hide-my-emails-quiet-downgrade-the-privacy-alias-loses-its-escape-hatch-1254): What happened Arseniy Shestakov's post — currently sitting at 470 on Hacker News — argues that Apple's pending changes to Hide My Email gut the feature's actua…
- [Codex now encrypts sub-agent prompts — and breaks your telemetry](https://top10.dev/story/codex-now-encrypts-sub-agent-prompts-and-breaks-your-telemetry-1257): What happened A GitHub issue filed against openai/codex (28058) surfaced a change that anyone running the Codex CLI behind an inspection proxy noticed within h…
- [The AI boom just crossed the line from cash-funded to debt-funded](https://top10.dev/story/the-ai-boom-just-crossed-the-line-from-cash-funded-to-debt-funded-1251): What happened The Bank for International Settlements — the central bank of central banks, not usually a source that developers read on a Tuesday — published Bu…
- [A 27B model on your phone: what 1-bit quantization actually costs](https://top10.dev/story/a-27b-model-on-your-phone-what-1-bit-quantization-actually-costs-1260): What happened Bonsai 27B, released by PrismML, is being pitched as the first 27B-parameter class model to run on a mobile phone. The trick isn't a smaller arch…
- [Hyperscalers Just Signed 38 GW of PPAs. Your Scheduler Needs to Catch Up.](https://top10.dev/story/hyperscalers-just-signed-38-gw-of-ppas-your-scheduler-needs-to-catch-up-1252): What happened Ember's April 2026 dataset shows wind and solar generated more electricity worldwide than gas for the first time in a calendar month. The headlin…
- [The drafter-verifier split is a new inference architecture, not a hack](https://top10.dev/story/the-drafter-verifier-split-is-a-new-inference-architecture-not-a-hack-1253): What happened A blog post titled "A 10 year old Xeon is all you need (for 26B-A4B MTP Drafters without GPU)" hit 682 points on Hacker News, and the comments ar…

## Optional

- [llms-full.txt](https://top10.dev/llms-full.txt): everything above plus full editorial bodies (capped ~250KB)
- [Sitemap](https://top10.dev/sitemap-index.xml): canonical URL index
- [News sitemap](https://top10.dev/news-sitemap.xml): last 48 hours, Google News format