# 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

- [A GitHub repo is now the trust layer between devs and Anthropic](https://top10.dev/story/a-github-repo-is-now-the-trust-layer-between-devs-and-anthropic-2010): What happened A repo called livenerf hit the top of Hacker News with 860 points and a title that reads more like a group chat than a project: Has Opus 5.5 been…
- [Windows 10 gets a stealth one-year reprieve — what it means for your fleet](https://top10.dev/story/windows-10-gets-a-stealth-one-year-reprieve-what-it-means-for-your-fleet-2005): What happened Microsoft updated its Windows 10 Extended Security Updates (ESU) enrollment page with a change it conspicuously did not announce: consumers in th…
- [FTC opens probe into OpenAI, Anthropic — what builders should expect](https://top10.dev/story/ftc-opens-probe-into-openai-anthropic-what-builders-should-expect-2002): What happened The Federal Trade Commission has opened an inquiry into OpenAI, Anthropic, and other large AI companies over the consumer-facing risks of their p…
- [Gemini 4 Argon: Google finally ships a model that holds its tools](https://top10.dev/story/gemini-4-argon-google-finally-ships-a-model-that-holds-its-tools-2001): What happened Google shipped Gemini 4 Argon on October 1, 2026, the first model in the Gemini 4 family and the first one Google is explicitly positioning as an…
- [PACER charges $0.10/page for public court records. EFF wants it gone.](https://top10.dev/story/pacer-charges-010page-for-public-court-records-eff-wants-it-gone-2007): What happened The Electronic Frontier Foundation published a fresh call this week for Congress to abolish fees on PACER — the federal judiciary's Public Access…
- [EDG's C++ front-end — the one quietly inside Intel and NVIDIA — goes public](https://top10.dev/story/edgs-c-front-end-the-one-quietly-inside-intel-and-nvidia-goes-public-2003): What happened Edison Design Group — EDG, the three-person-turned-small-team outfit founded in 1988 by Steve Adamczyk, Mike Anderson, and John Spicer — has flip…
- [SoftBank exits Boston Dynamics for $325M; Hyundai owns it outright](https://top10.dev/story/softbank-exits-boston-dynamics-for-325m-hyundai-owns-it-outright-2006): What happened SoftBank has sold its remaining 20% stake in Boston Dynamics to Hyundai Motor Group for approximately $325 million, giving the Korean automaker 1…
- [Zig rips up @bitCast — and the self-hosted backend gets 15-25% faster](https://top10.dev/story/zig-rips-up-bitcast-and-the-self-hosted-backend-gets-15-25-faster-2008): What happened The June 25 entry in Andrew Kelley's devlog lands two changes that, taken together, mark the clearest break yet from Zig's 0.x-era ergonomics. Fi…
- [There are no instances in ATProto — and that changes everything](https://top10.dev/story/there-are-no-instances-in-atproto-and-that-changes-everything-2004): What happened Dan Abramov — yes, the React co-author who has spent the last year quietly rebuilding his mental models from first principles — published 'There…
- [Google's search results got weird — and it's not going back](https://top10.dev/story/googles-search-results-got-weird-and-its-not-going-back-2009): What happened A short post on Bearblog titled "When did Google get so weird?" — by an author writing as sancho — climbed to roughly 1,100 points on Hacker News…
- [GitHub Trending is broken — and the incentives explain why](https://top10.dev/story/github-trending-is-broken-and-the-incentives-explain-why-1996): What happened GitHub's Trending page today is surfacing a repo called Outsideglutweezers/Discord-Nitro-Generator alongside wangmingxuan666/Tiersense and wy51ai…
- [Valhalla's Real Cost: Every synchronized and == You Wrote Is Now Suspect](https://top10.dev/story/valhallas-real-cost-every-synchronized-and-you-wrote-is-now-suspect-1998): What happened JVM Weekly's deep-dive on Project Valhalla is making the rounds because it's the first piece in a while that explains, in plain terms, what's act…
- [did:plc, did:web, Nostr: the three honest answers to 'who owns your identity'](https://top10.dev/story/didplc-didweb-nostr-the-three-honest-answers-to-who-owns-your-identity-1997): What happened Kevin Åkesson's post — "Who Owns Your ATProto Identity? Hint: It's Probably Not You" — hit 124 points on Hacker News by walking through the actua…
- [OpenKnowledge bets your notes belong in the same context window as your code](https://top10.dev/story/openknowledge-bets-your-notes-belong-in-the-same-context-window-as-your-code-1994): What happened Inkeep — the docs-search company — dropped OpenKnowledge on Show HN today and the post is sitting at 232 points. It's a WYSIWYG markdown editor (…
- [OpenAI's Dots: the agent finally stops waiting for your prompt](https://top10.dev/story/openais-dots-the-agent-finally-stops-waiting-for-your-prompt-2000): What happened OpenAI introduced Dots, a new class of agent that runs continuously in the background rather than only when a user prompts it. The launch page fr…
- [Sanctions made the Netherlands pick NixOS. Sovereignty follows procurement.](https://top10.dev/story/sanctions-made-the-netherlands-pick-nixos-sovereignty-follows-procurement-1993): What happened When the US sanctioned International Criminal Court staff earlier this decade, one of the quieter consequences was that Microsoft — as a US compa…
- [One fiber cut, half the East Coast grounded: aviation's SPOF problem](https://top10.dev/story/one-fiber-cut-half-the-east-coast-grounded-aviations-spof-problem-1999): What happened On September 21, 2026, the FAA issued ground stops at several busy East Coast airports after what the agency described as a fiber line cut severi…
- [The AI bill came due: enterprises are throttling usage to survive it](https://top10.dev/story/the-ai-bill-came-due-enterprises-are-throttling-usage-to-survive-it-1995): What happened The Financial Times published a piece this week with a quote that's going to outlive the article: =="We created a monster."== That's an executive…
- [The room the economy can't see — and why your eng org is about to lose it](https://top10.dev/story/the-room-the-economy-cant-see-and-why-your-eng-org-is-about-to-lose-it-1992): What happened A post titled "The room the economy can't see" went up on wilsoniumite.com on June 19 and climbed to 161 points on Hacker News inside a day. The…
- [GPT-6.1 Sol lands at 20% the price — the frontier tax is collapsing](https://top10.dev/story/gpt-61-sol-lands-at-20-the-price-the-frontier-tax-is-collapsing-1991): What happened OpenAI shipped GPT-6.1 Sol on the Hacker News front page this morning (961 points and climbing), positioning it explicitly as a mid-tier reasonin…
- [The fintech handbook every backend dev should've read before touching money](https://top10.dev/story/the-fintech-handbook-every-backend-dev-shouldve-read-before-touching-money-1985): What happened Wojtek Pitula — a staff-level fintech engineer who's spent years inside payments and banking platforms — quietly published the Fintech Engineerin…
- [GLM 5.2 vs Opus: when the cheap open-weights model is the right call](https://top10.dev/story/glm-52-vs-opus-when-the-cheap-open-weights-model-is-the-right-call-1988): What happened A side-by-side benchmark of Zhipu AI's GLM 5.2 against Anthropic's Claude Opus hit 205 points on Hacker News this week, pulling the same crowd th…
- [When the metrics finally make sense: an engineer asks if his old job was fraud](https://top10.dev/story/when-the-metrics-finally-make-sense-an-engineer-asks-if-his-old-job-was-fraud-1984): What happened David Newgas published a short, unsettling essay titled "Did my old job only exist because of fraud?" and it climbed to 525 points on Hacker News…
- [Jury: Meta lied to users about Cambridge Analytica. Your consent screens are next.](https://top10.dev/story/jury-meta-lied-to-users-about-cambridge-analytica-your-consent-screens-are-next-1989): What happened A California jury has found Meta liable for deceiving Facebook users about how third parties — including Cambridge Analytica — could access their…
- [The $1M prize that cracked Vesuvius: a playbook for stuck R&D](https://top10.dev/story/the-1m-prize-that-cracked-vesuvius-a-playbook-for-stuck-rd-1986): What happened On the Vesuvius Challenge site, the team announced that PHerc. 1667 — a carbonized scroll sealed since 79 CE — has been virtually unwrapped and r…
- [When the agent is the attacker: OpenAI bots breach Hugging Face](https://top10.dev/story/when-the-agent-is-the-attacker-openai-bots-breach-hugging-face-1981): What happened Swarmtraces.org published a detailed writeup of OpenAI-model-driven agents autonomously identifying and exploiting weaknesses in Hugging Face's e…
- [GPT-6 lands with Luna at half the price of 5.6](https://top10.dev/story/gpt-6-lands-with-luna-at-half-the-price-of-56-1982): What happened OpenAI shipped GPT-6 today in two SKUs: Sol, positioned as the reasoning and engineering model, and Luna, the cheaper general-purpose sibling. Th…
- [Your prompts are ad inventory: study catches AI chatbots leaking to trackers](https://top10.dev/story/your-prompts-are-ad-inventory-study-catches-ai-chatbots-leaking-to-trackers-1990): What happened A new paper titled "Prompt like a butterfly, sting like a tracker" — circulating on Hacker News after landing at 1 with 202 points — audits how m…
- [Pentagon: AI target list turned a school into a 'day-one' strike](https://top10.dev/story/pentagon-ai-target-list-turned-a-school-into-a-day-one-strike-1983): What happened A Pentagon after-action report reviewed by Bloomberg concludes that overreliance on AI-assisted targeting materially contributed to a U.S. strike…
- [Delhi cut grid losses from 50% to 5%. It reads like an SRE postmortem.](https://top10.dev/story/delhi-cut-grid-losses-from-50-to-5-it-reads-like-an-sre-postmortem-1987): What happened IEEE Spectrum's long read on Delhi's power grid tells a story most infra engineers will find eerily familiar. In 2002, Delhi's electricity distri…
- [Valhalla Lands in JDK 28: Your synchronized(Integer) Is About to Bite](https://top10.dev/story/valhalla-lands-in-jdk-28-your-synchronizedinteger-is-about-to-bite-1977): What happened JVM Weekly published a long explainer on Project Valhalla, the OpenJDK effort to add value types to Java, framing JDK 28 (targeted March 2027) as…
- [NeoVim ate your Vim undo history, and nobody thought to warn you](https://top10.dev/story/neovim-ate-your-vim-undo-history-and-nobody-thought-to-warn-you-1978): What happened A post on unsung.aresluna.org titled 'They had no concept of a duty of care to their users' hit the Hacker News front page with 371 points, recou…
- [Opus 5.5's prompting guide is a diff, not a doc — here's what changed](https://top10.dev/story/opus-55s-prompting-guide-is-a-diff-not-a-doc-heres-what-changed-1975): What happened Anthropic quietly dropped a dedicated prompting guide for Claude Opus 5.5 at platform.claude.com/docs/en/build-with-claude/prompt-engineering/pro…
- [Google Workspace tells Firefox users their browser is 'unsupported'](https://top10.dev/story/google-workspace-tells-firefox-users-their-browser-is-unsupported-1976): What happened A Google Workspace admin posted to tales.fromprod.com after their Firefox-using colleagues started seeing a full-page interstitial on login: "You…
- [Forced consent finally costs money: Elkjop fined €1.8M after 5-year warning](https://top10.dev/story/forced-consent-finally-costs-money-elkjop-fined-18m-after-5-year-warning-1979): What happened Norway's data protection authority, Datatilsynet, has fined electronics retailer Elkjop NOK 20 million (roughly €1.8M) for unlawful processing of…
- [AMD buys World Labs: the GPU war moves into 3D worlds](https://top10.dev/story/amd-buys-world-labs-the-gpu-war-moves-into-3d-worlds-1972): What happened World Labs — the spatial-intelligence company co-founded by Stanford's Fei-Fei Li, Justin Johnson, Christoph Lassner, and Ben Mildenhall — announ…
- [Codex CLI's debug log is quietly eating SSDs at TB/day](https://top10.dev/story/codex-clis-debug-log-is-quietly-eating-ssds-at-tbday-1973): What happened GitHub issue openai/codex28224 hit Hacker News at 197 points after a user noticed their MacBook's SSD was burning through write endurance at an a…
- [Nature: the early data on AI deskilling is in, and it's ugly](https://top10.dev/story/nature-the-early-data-on-ai-deskilling-is-in-and-its-ugly-1980): What happened Nature published a roundup of the first controlled studies measuring what generative AI is doing to professional skill — not productivity, skill.…
- [A new bill tries to outlaw 'jawboning' — the quiet way DC moderates your platform](https://top10.dev/story/a-new-bill-tries-to-outlaw-jawboning-the-quiet-way-dc-moderates-your-platform-1974): What happened The Electronic Frontier Foundation is backing a new federal bill aimed squarely at jawboning — the practice of executive branch officials informa…
- [MongoDB CEO bolts to Meta, stock craters 20% in a day](https://top10.dev/story/mongodb-ceo-bolts-to-meta-stock-craters-20-in-a-day-1971): What happened MongoDB CEO Dev Ittycheria resigned effective immediately on Monday to lead Meta's new enterprise platform group, according to a Reuters report.…
- [Hyundai buys out SoftBank's Boston Dynamics stake for $325M](https://top10.dev/story/hyundai-buys-out-softbanks-boston-dynamics-stake-for-325m-1968): What happened Hyundai Motor Group has bought out SoftBank's remaining stake in Boston Dynamics for approximately $325 million, taking the legged-robotics compa…
- [California's 3D printer bill: every print job, ID-logged](https://top10.dev/story/californias-3d-printer-bill-every-print-job-id-logged-1966): What happened The Electronic Frontier Foundation is back at the Capitol asking developers, makers, and anyone who owns a Prusa or Bambu to call their state sen…
- [New Outlook isn't slow by accident — it's a web app in a window](https://top10.dev/story/new-outlook-isnt-slow-by-accident-its-a-web-app-in-a-window-1967): What happened WindowsLatest ran a stopwatch test on the same Windows 11 machine, same mailbox, same network: opening a single email in new Outlook took roughly…
- [Flock cameras get their First Amendment moment at a city council mic](https://top10.dev/story/flock-cameras-get-their-first-amendment-moment-at-a-city-council-mic-1969): What happened On September 16, at an Amarillo, Texas city council meeting, resident Kaisha Shackelford stepped up to the public comment mic to talk about Flock…
- [Hashimoto's second $400k bet on Zig: patronage as language strategy](https://top10.dev/story/hashimotos-second-400k-bet-on-zig-patronage-as-language-strategy-1963): What happened Mitchell Hashimoto — co-founder of HashiCorp, creator of Vagrant, and these days the person behind the Ghostty terminal — announced on his blog t…
- [LastPass breach N: the offline cracking clock is the real story](https://top10.dev/story/lastpass-breach-n-the-offline-cracking-clock-is-the-real-story-1964): What happened LastPass has notified users of another data exposure incident, the latest entry in a now-multi-year timeline that began with the August 2022 sour…
- [DeepSeek's DSec Moves MoE Experts Between GPUs at Runtime](https://top10.dev/story/deepseeks-dsec-moves-moe-experts-between-gpus-at-runtime-1962): What happened DeepSeek dropped a paper on arxiv describing DSec (DeepSeek Elastic Compute), a serving system built specifically for the failure mode that keeps…
- [Let's Encrypt outage: the multi-issuer ACME fallback nobody configured](https://top10.dev/story/lets-encrypt-outage-the-multi-issuer-acme-fallback-nobody-configured-1970): What happened Let's Encrypt's status page has been amber-to-red for most of June 19, with the operator reporting degraded performance on ACME newOrder, slow OC…
- [Tao: AI solving famous math problems misses the whole point](https://top10.dev/story/tao-ai-solving-famous-math-problems-misses-the-whole-point-1961): What happened On September 11, Terry Tao and a group of collaborators published A Severe Misalignment of AI in Mathematics at mathandai.org, cross-posted on Ta…
- [Render code to PNG, OCR it back: pxpipe's 60% token cut](https://top10.dev/story/render-code-to-png-ocr-it-back-pxpipes-60-token-cut-1965): What happened A GitHub repo called teamchong/pxpipe hit 251 on Hacker News with an unusually cheeky claim: you can cut your LLM bill by ~60% on code-heavy prom…

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