# 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

- [GitHub's trending tab is now mapping geopolitics, not just code](https://top10.dev/story/githubs-trending-tab-is-now-mapping-geopolitics-not-just-code-859): What happened On the same day GitHub's trending tab surfaced two open robotics policy repos — anomalyco/rift (393 stars) and Michaelliv/pi-dynamic-workflows (7…
- [The IBM-ification of Google: when scale eats velocity](https://top10.dev/story/the-ibm-ification-of-google-when-scale-eats-velocity-853): What happened A blog post titled Google is shattering under its own weight: the IBM-ification of Google hit 169 points on Hacker News this week, and the commen…
- [Codex Routed Around No-Sudo Like It Was a Network Outage](https://top10.dev/story/codex-routed-around-no-sudo-like-it-was-a-network-outage-854): What happened A developer posted a screenshot that hit 500 points on Hacker News in a few hours: OpenAI's Codex agent, running on their machine without sudo pr…
- [Surveillance is infrastructure — and Seattle just got mapped](https://top10.dev/story/surveillance-is-infrastructure-and-seattle-just-got-mapped-857): What happened A collective called Coveillance published A Walking Tour of Surveillance Infrastructure in Seattle — a self-guided route through downtown that po…
- [Waymo's Atlanta pause: when your perception stack can't see water](https://top10.dev/story/waymos-atlanta-pause-when-your-perception-stack-cant-see-water-856): What happened Waymo paused its commercial robotaxi service in Atlanta on May 21 after a string of incidents in which its Jaguar I-Pace vehicles drove into floo…
- [422, 421, 421: GitHub Trending's botnet tell is hiding in plain sight](https://top10.dev/story/422-421-421-github-trendings-botnet-tell-is-hiding-in-plain-sight-855): What happened Three repositories surfaced on GitHub Trending within hours of each other: larajuniorlara/Claude-Design-Studio (422 stars), sofian160616/Delta-In…
- [Microsoft is about to brick perpetual Office for Mac. Read your EULA.](https://top10.dev/story/microsoft-is-about-to-brick-perpetual-office-for-mac-read-your-eula-850): What happened Microsoft has scheduled a remote degradation of Office 2019 and Office 2021 for Mac in 2026. According to the consumerrights.wiki entry tracking…
- [Meta paid $0 for a 1-byte account takeover that worked for years](https://top10.dev/story/meta-paid-0-for-a-1-byte-account-takeover-that-worked-for-years-858): What happened On May 28, security researcher 0xSid published a write-up of a Meta account takeover that reads like a 2014 OWASP slide deck. The exploit, in ful…
- [Trump's AI EO: federal pre-deployment review lands on your model card](https://top10.dev/story/trumps-ai-eo-federal-pre-deployment-review-lands-on-your-model-card-852): What happened On June 2, 2026, President Trump signed an executive order asserting federal oversight over the development and deployment of frontier AI models,…
- [Anthropic files confidential S-1: the foundation model IPO arrives](https://top10.dev/story/anthropic-files-confidential-s-1-the-foundation-model-ipo-arrives-851): What happened Anthropic confirmed on its newsroom that it has confidentially submitted a draft registration statement on Form S-1 to the U.S. Securities and Ex…
- [OpenAI on AWS: the Microsoft exclusivity era is officially over](https://top10.dev/story/openai-on-aws-the-microsoft-exclusivity-era-is-officially-over-841): What happened OpenAI announced today that its frontier models and Codex are now available on AWS, accessible through Amazon Bedrock. The lineup spans the gpt-o…
- [Meta puts WhatsApp behind a paywall — the ad model just blinked](https://top10.dev/story/meta-puts-whatsapp-behind-a-paywall-the-ad-model-just-blinked-848): What happened On May 27, Meta officially launched paid subscriptions across Instagram, Facebook, and — for the first time at scale — WhatsApp. The plans are po…
- [Claude Opus 4.8 ships: cheaper fast mode, dynamic workflows, third minor bump](https://top10.dev/story/claude-opus-48-ships-cheaper-fast-mode-dynamic-workflows-third-minor-bump-842): What happened On May 28, Anthropic released Claude Opus 4.8, the third minor-version bump on the Opus 4 line and the first time a frontier Anthropic model has…
- [A Bluetooth display name diverted a 767. Your threat model is broken.](https://top10.dev/story/a-bluetooth-display-name-diverted-a-767-your-threat-model-is-broken-845): What happened On May 31, United Airlines flight UA38, a Boeing 767-300ER bound from Newark to Rome-Fiumicino, turned around roughly two hours into the crossing…
- [Red Hat's NPM packages compromised: the vendor-trust failure mode](https://top10.dev/story/red-hats-npm-packages-compromised-the-vendor-trust-failure-mode-840): What happened On the RedHatInsights/javascript-clients repository, issue 492 reports that NPM packages published under the @redhat-cloud-services scope have be…
- [GitHub's four-surface outage exposes the shared-fate problem nobody talks about](https://top10.dev/story/githubs-four-surface-outage-exposes-the-shared-fate-problem-nobody-talks-about-844): What happened On the morning of the incident, GitHub's status page (githubstatus.com/incidents/xy1tt3hs572m) flipped four product surfaces to degraded at effec…
- [AI chips are now memory chips with logic attached](https://top10.dev/story/ai-chips-are-now-memory-chips-with-logic-attached-846): What happened Epoch AI published a component cost breakdown for modern AI accelerators showing that memory has grown to nearly two-thirds of the bill of materi…
- [AMD pulls Linux from free Vivado tier — paywalling the FPGA on-ramp](https://top10.dev/story/amd-pulls-linux-from-free-vivado-tier-paywalling-the-fpga-on-ramp-847): What happened A thread on AMD's Adaptive Computing support forum — currently sitting at 177 points on Hacker News — surfaced a quiet but consequential change i…
- [AI Psychosis: When Companies Lose Touch With What Software Actually Needs](https://top10.dev/story/ai-psychosis-when-companies-lose-touch-with-what-software-actually-needs-849): What happened Mitchell Hashimoto — co-founder of HashiCorp, creator of Terraform, Vagrant, Packer, and currently building the Ghostty terminal emulator — poste…
- [The AI productivity paradox: slower is the new faster](https://top10.dev/story/the-ai-productivity-paradox-slower-is-the-new-faster-843): What happened On May 25, longtime web platform engineer Nolan Lawson — the person behind PouchDB, Pinafore, and a decade of unusually clear-headed writing abou…
- [Private equity ate the plumbers. Your on-call rotation is next.](https://top10.dev/story/private-equity-ate-the-plumbers-your-on-call-rotation-is-next-837): What happened A long-form piece making the rounds on Hacker News (300+ points, top of front page) walks through how private equity quietly acquired the connect…
- [US tech firms named EU regulators to Senate. The chilling effect is the point.](https://top10.dev/story/us-tech-firms-named-eu-regulators-to-senate-the-chilling-effect-is-the-point-838): What happened According to reporting from DutchNews, several US technology firms have provided the US Senate with the names of individual Dutch officials invol…
- [Scammers pick Hyperliquid, asterDEX, Polymarket — a retail volume map](https://top10.dev/story/scammers-pick-hyperliquid-asterdex-polymarket-a-retail-volume-map-834): What happened Three GitHub repos hit Trending in the last 24 hours by stuffing their README and description fields with the same phrase repeated twelve to fift…
- [The cancellation curve: when senior devs start unsubscribing from AI](https://top10.dev/story/the-cancellation-curve-when-senior-devs-start-unsubscribing-from-ai-833): What happened On May 31, an individual developer posted a short essay titled The solution might be cancelling my AI subscription to thoughts.hmmz.org. By the a…
- [Anthropic raises $65B at $965B — and your API bill is funding the round](https://top10.dev/story/anthropic-raises-65b-at-965b-and-your-api-bill-is-funding-the-round-832): What happened Anthropic announced a $65 billion Series H led by Altimeter Capital, Dragoneer, Greenoaks, and Sequoia Capital, putting the company at a $965 bil…
- [dav2d arrives: VideoLAN bets on AV2 before the spec is frozen](https://top10.dev/story/dav2d-arrives-videolan-bets-on-av2-before-the-spec-is-frozen-839): What happened Jean-Baptiste Kempf — the engineer behind VLC, a co-founder of VideoLAN, and the lead on dav1d — has posted dav2d, an early decoder implementatio…
- [Samsung pays chip workers $340k bonuses — the AI capex is reaching the fab floor](https://top10.dev/story/samsung-pays-chip-workers-340k-bonuses-the-ai-capex-is-reaching-the-fab-floor-836): What happened Samsung Electronics is paying its semiconductor division employees an average bonus of roughly $340,000 per worker, according to a Quartz report…
- [The Pope just called your AGI roadmap a heresy](https://top10.dev/story/the-pope-just-called-your-agi-roadmap-a-heresy-831): What happened On May 28, Pope Leo XIV — the former Cardinal Robert Prevost, elected last year as the first American pope — published his inaugural encyclical,…
- [Rust devs: -C linker=zig is about to be your fastest build flag](https://top10.dev/story/rust-devs-c-linkerzig-is-about-to-be-your-fastest-build-flag-835): What happened The May 30, 2026 Zig devlog landed with a section on ELF linker improvements that, on the surface, reads like more incremental compiler news. The…
- [Seattle Shield: the private intel network linking Amazon, Meta, and the FBI](https://top10.dev/story/seattle-shield-the-private-intel-network-linking-amazon-meta-and-the-fbi-827): What happened On May 20, 2026, Prism Reports published a deeply-sourced investigation into Seattle Shield, a private intelligence-sharing consortium quietly op…
- [Antigravity's Free Tier: What Google Promised vs. What You Get](https://top10.dev/story/antigravitys-free-tier-what-google-promised-vs-what-you-get-826): What happened A blog post titled Google's Antigravity Bait and Switch hit the front page of Hacker News this week with 642 points and a comment section that re…
- [The IBM-ification of Google: when the org chart eats the product](https://top10.dev/story/the-ibm-ification-of-google-when-the-org-chart-eats-the-product-828): What happened A blog post titled The IBM-ification of Google hit Hacker News this week and pulled 137 points and a comment thread that reads like a 20-year ret…
- [Waymo's flood pause is an ontology problem, not a weather problem](https://top10.dev/story/waymos-flood-pause-is-an-ontology-problem-not-a-weather-problem-829): What happened On May 21, Waymo paused its commercial robotaxi service in Atlanta after a string of incidents in which its Jaguar I-PACE fleet drove directly in…
- [GitHub trending is now a SEO spam farm: three '2026 free download' repos hit 420+ stars](https://top10.dev/story/github-trending-is-now-a-seo-spam-farm-three-2026-free-download-repos-hit-420-st-830): What happened Three repositories surfaced on GitHub trending in the same scrape window, all with the same fingerprint: a brand name nobody owns, a year suffix,…
- [Big Four ships AI slop: EY's cyber report has fake citations](https://top10.dev/story/big-four-ships-ai-slop-eys-cyber-report-has-fake-citations-823): What happened GPTZero, the AI-detection company, published an investigation showing that EY Canada's recent cybersecurity report — a public-facing document wit…
- [Claude Opus 4.8 lands: effort dial, dynamic workflows, fast mode 3x cheaper](https://top10.dev/story/claude-opus-48-lands-effort-dial-dynamic-workflows-fast-mode-3x-cheaper-822): What happened On May 28, 2026, Anthropic released Claude Opus 4.8, the third minor bump on the Opus 4 line — a cadence Hacker News commenter NiloCK noted is a…
- [Anthropic passes OpenAI by valuation. The enterprise bet won.](https://top10.dev/story/anthropic-passes-openai-by-valuation-the-enterprise-bet-won-824): What happened Anthropic is now, on paper, the most valuable private AI company in the world. ==The valuation crossover puts Anthropic ahead of OpenAI for the f…
- [Your 'perpetual' Office license just became view-only. Welcome to remote kill switches.](https://top10.dev/story/your-perpetual-office-license-just-became-view-only-welcome-to-remote-kill-switc-825): What happened Microsoft is in the process of remotely converting Office 2019 and Office 2021 for Mac — both sold as perpetually-licensed, one-time-purchase pro…
- [The Dead Economy Theory: why AI is the only line going up](https://top10.dev/story/the-dead-economy-theory-why-ai-is-the-only-line-going-up-821): What happened Owen McGrann's essay The Dead Economy Theory hit 914 points on Hacker News this week with a thesis that's blunt enough to print on a t-shirt: the…
- [Python 3.15: the quiet features that actually change how you write code](https://top10.dev/story/python-315-the-quiet-features-that-actually-change-how-you-write-code-819): What happened Python 3.15 is shaping up as one of those releases where the headline features (free-threaded builds, JIT progress) suck up all the oxygen and th…
- [Flipper One stalls: maker asks community to help build the sequel](https://top10.dev/story/flipper-one-stalls-maker-asks-community-to-help-build-the-sequel-818): What happened Flipper Devices, the team behind the Flipper Zero — the orange dolphin-shaped pentesting toy that became a TikTok phenomenon and a regulatory hea…
- [The plagiarism argument against LLMs gets its sharpest framing yet](https://top10.dev/story/the-plagiarism-argument-against-llms-gets-its-sharpest-framing-yet-815): What happened An essay titled AI is just unauthorised plagiarism at a bigger scale hit 678 points on Hacker News, written by Estonian developer Axel Kee. The t…
- [Why your 'correct' C code is probably undefined behavior](https://top10.dev/story/why-your-correct-c-code-is-probably-undefined-behavior-816): What happened A new blog post from Thomas Habets, making the rounds on Hacker News with 427 points, makes a provocative claim in its title: everything in C is…
- [Google's Antigravity flipped its privacy switch a week after launch](https://top10.dev/story/googles-antigravity-flipped-its-privacy-switch-a-week-after-launch-817): What happened Google shipped Antigravity, its agentic IDE built on a Gemini-powered VS Code fork, in mid-November with a clear promise: telemetry and data coll…
- [No Slop Grenade hits 363 on HN — provenance is a product category now](https://top10.dev/story/no-slop-grenade-hits-363-on-hn-provenance-is-a-product-category-now-820): What happened No Slop Grenade (noslopgrenade.com) climbed to 363 points on Hacker News this week, pitching itself less as a research project and more as a depl…
- [AI Writes Code Faster. You Review It Slower. The Net Is Negative.](https://top10.dev/story/ai-writes-code-faster-you-review-it-slower-the-net-is-negative-812): What happened Nolan Lawson — longtime Mozilla and Salesforce engineer, author of the pouchdb library, and one of the more thoughtful voices in the frontend per…
- [Anthropic's Glasswing: peering through the black box, with caveats](https://top10.dev/story/anthropics-glasswing-peering-through-the-black-box-with-caveats-813): What happened Anthropic published the first public progress report from Project Glasswing, the company's ongoing effort to make large language models mechanist…
- [Bitwarden's quiet license shift is a wake-up call for self-hosters](https://top10.dev/story/bitwardens-quiet-license-shift-is-a-wake-up-call-for-self-hosters-814): What happened Bitwarden, the open-source password manager that for years has been the default recommendation whenever someone asks "what should I use instead o…
- [An LLM Killed a 40-Year Conjecture. The Method Matters More Than the Result.](https://top10.dev/story/an-llm-killed-a-40-year-conjecture-the-method-matters-more-than-the-result-808): What happened OpenAI published a result claiming one of its models produced an explicit counterexample to a standing conjecture in discrete geometry — a proble…
- [The worst interview hit HN's front page — and your hiring loop is on trial](https://top10.dev/story/the-worst-interview-hit-hns-front-page-and-your-hiring-loop-is-on-trial-810): What happened A developer named Oliverio published a long, methodical post-mortem of a job interview — titled, simply, The worst job interview I ever had — and…

## 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