# 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

- [Days later: the STOMP pipe behind Britain's viral rail map](https://top10.dev/story/days-later-the-stomp-pipe-behind-britains-viral-rail-map-2443): What happened signalbox.io climbed to 338 points on Hacker News this week with a deceptively simple pitch: a live map of every train currently moving on Great…
- [NVIDIA's CEO transition: what a post-Jensen era actually looks like](https://top10.dev/story/nvidias-ceo-transition-what-a-post-jensen-era-actually-looks-like-2438): What happened NVIDIA announced a CEO transition this week, confirming the succession question that has quietly followed the company ever since its market cap c…
- [The 'stochastic parrot' paper turns 5 — and the critique still lands](https://top10.dev/story/the-stochastic-parrot-paper-turns-5-and-the-critique-still-lands-2444): What happened IEEE Spectrum ran a long interview with Emily Bender revisiting the 2021 paper she co-authored with Timnit Gebru, Angelina McMillan-Major, and Ma…
- [Lovable's 'vibe-coded' apps leaked 200K messages and passport scans](https://top10.dev/story/lovables-vibe-coded-apps-leaked-200k-messages-and-passport-scans-2436): What happened Researchers at Crissy Field published an audit of apps built with Lovable, the AI app-builder that turns prompts into shipped React + Supabase st…
- [The EU's age-check app is a Google and Apple attestation gate](https://top10.dev/story/the-eus-age-check-app-is-a-google-and-apple-attestation-gate-2445): What happened A GitHub discussion on the eu-digital-identity-wallet/av-doc-technical-specification repo has surfaced a design choice that a lot of European dev…
- [AMD's $4k Ryzen AI Halo box is the first real Mac Studio for CUDA refugees](https://top10.dev/story/amds-4k-ryzen-ai-halo-box-is-the-first-real-mac-studio-for-cuda-refugees-2442): What happened LTT Labs published a hands-on with an AMD Ryzen AI Max+ 395 dev kit — the chip formerly known as Strix Halo — configured as a small-form-factor w…
- [OpenWrt shipped its own router. The interesting part isn't the specs.](https://top10.dev/story/openwrt-shipped-its-own-router-the-interesting-part-isnt-the-specs-2439): What happened OpenWrt — the Linux distribution that a generation of network nerds has been flashing onto consumer routers since 2004 — now ships its own hardwa…
- [Nvidia's circular money trick: fund the buyer, book the sale](https://top10.dev/story/nvidias-circular-money-trick-fund-the-buyer-book-the-sale-2437): What happened A report surfaced on Hacker News from techpowerup alleging that Nvidia has been systematically investing in AI startups — through its NVentures a…
- [Organic Maps fits the world on your phone — here's how](https://top10.dev/story/organic-maps-fits-the-world-on-your-phone-heres-how-2441): What happened Organic Maps re-hit the front page of Hacker News with 899 points, more than a year after its initial fork from Maps.me made the same rounds. The…
- [Elm's compiler is getting 10x faster — and the language is finally moving again](https://top10.dev/story/elms-compiler-is-getting-10x-faster-and-the-language-is-finally-moving-again-2440): What happened Evan Czaplicki, Elm's creator and BDFL, posted 'Road to Elm 1.0' on elm-lang.org, laying out a compiler rewrite that dramatically cuts incrementa…
- [The ownership fight isn't physical vs. digital — it's licenses vs. buyers](https://top10.dev/story/the-ownership-fight-isnt-physical-vs-digital-its-licenses-vs-buyers-2434): What happened A bearblog post titled "It's not about physical vs. digital games, it's about ownership" hit 366 points on Hacker News, restarting an argument th…
- [StreetComplete turns OSM edits into a quest game — and it works](https://top10.dev/story/streetcomplete-turns-osm-edits-into-a-quest-game-and-it-works-2430): What happened StreetComplete, an Android app that turns OpenStreetMap edits into bite-sized quests, hit the Hacker News front page with 736 points. The pitch i…
- [The top of GitHub is three lists. That's a problem for your agent.](https://top10.dev/story/the-top-of-github-is-three-lists-thats-a-problem-for-your-agent-2433): What happened A quick look at GitHub's all-time leaderboard today: sindresorhus/awesome sits at 444,000 stars, freeCodeCamp/freeCodeCamp at 437,900, and public…
- [The two repos that refuse to die: what 788k stars say about how devs learn](https://top10.dev/story/the-two-repos-that-refuse-to-die-what-788k-stars-say-about-how-devs-learn-2432): What happened GitHub Trending this week looks like a time capsule. Sitting at the top of the all-languages list are two repos that have been there, in some for…
- [A dev turned a reMarkable tablet into Tom Riddle's diary](https://top10.dev/story/a-dev-turned-a-remarkable-tablet-into-tom-riddles-diary-2431): What happened MaximeRivest published a project called Riddle that hooks the Fable agent framework into a reMarkable e-ink tablet. You write a question on the p…
- [The Uniqlo t-shirt with an obfuscated bash script is a bot-check in disguise](https://top10.dev/story/the-uniqlo-t-shirt-with-an-obfuscated-bash-script-is-a-bot-check-in-disguise-2435): What happened A developer named Tris Sherliker spotted an Uniqlo t-shirt covered in what looked like keyboard-mash — a blob of shell syntax, base64 strings, an…
- [Mistral's Robostral Navigate takes aim at ROS 2's Nav2 stack](https://top10.dev/story/mistrals-robostral-navigate-takes-aim-at-ros-2s-nav2-stack-2428): What happened Mistral has released Robostral Navigate, a foundation model built specifically for robot navigation. Unlike the company's better-known LLMs, this…
- [Anthropic keeps stepping on the same rake with developers](https://top10.dev/story/anthropic-keeps-stepping-on-the-same-rake-with-developers-2429): What happened A post titled Anthropic's Method to Losing Goodwill in a Few Easy Steps hit Hacker News with 196 points and stuck near the top of the front page.…
- [John Deere loses the repair war — FTC settlement cracks the tractor DRM](https://top10.dev/story/john-deere-loses-the-repair-war-ftc-settlement-cracks-the-tractor-drm-2427): What happened The Federal Trade Commission announced a settlement with Deere & Company that ends more than a decade of legal and political pressure over the co…
- [OpenPrinter is the printer industry's overdue reckoning](https://top10.dev/story/openprinter-is-the-printer-industrys-overdue-reckoning-2423): What happened OpenPrinter — a fully open-source printer project hosted at opentools.studio — climbed to 689 points on Hacker News, one of the higher scores for…
- [The AI subscription-arbitrage repos are trending — and Anthropic knows](https://top10.dev/story/the-ai-subscription-arbitrage-repos-are-trending-and-anthropic-knows-2424): What happened Three repos hit GitHub trending this week that, on the surface, look unrelated. LinXiaoTao/FuckClaude climbed to 561 stars with a name that leave…
- [Canada is buying Palantir in the dark — and calling it an AI strategy](https://top10.dev/story/canada-is-buying-palantir-in-the-dark-and-calling-it-an-ai-strategy-2422): What happened Al Vigier's piece in The Line lands a specific accusation: Canada's emerging federal AI strategy is being wired up around Palantir contracts that…
- [When your Cursor bill outruns your junior dev's salary](https://top10.dev/story/when-your-cursor-bill-outruns-your-junior-devs-salary-2419): What happened Tomasz Tunguz — the Theory Ventures partner who spent a decade at Redpoint watching SaaS pricing curves — published a post arguing that AI toolin…
- [Jensen Huang resigns from Nvidia — what breaks when the founder walks](https://top10.dev/story/jensen-huang-resigns-from-nvidia-what-breaks-when-the-founder-walks-2418): What happened Jensen Huang resigned as CEO of Nvidia, effective immediately, after an emergency board meeting convened to weigh his position following reports…
- [Apache HTTP Server hit with pre-auth RCE — patch today, not tomorrow](https://top10.dev/story/apache-http-server-hit-with-pre-auth-rce-patch-today-not-tomorrow-2417): What happened Wiz Research published details on CVE-2026-119618, a pre-authentication remote code execution bug in Apache HTTP Server (httpd) that chains a req…
- [The Army Bet Its Logistics on SaaS. That Won't Survive Contact.](https://top10.dev/story/the-army-bet-its-logistics-on-saas-that-wont-survive-contact-2420): What happened A new essay at West Point's Modern War Institute, The Glass Backbone: Why the Army's Logistics Will Break in the Next War, made the front page of…
- [Google's 'not viewed much' label is the quiet death of the long tail](https://top10.dev/story/googles-not-viewed-much-label-is-the-quiet-death-of-the-long-tail-2426): What happened A note by Will Wang, titled simply has not been viewed much, climbed to 209 points on Hacker News by pointing at four words most people had alrea…
- [Microsoft guts the idTech team. Another legendary engine dies quietly.](https://top10.dev/story/microsoft-guts-the-idtech-team-another-legendary-engine-dies-quietly-2421): What happened Microsoft, which acquired ZeniMax (and by extension id Software) in 2021 for $7.5B, has reportedly laid off the bulk of the idTech engine team as…
- [Anthropic lines up its IPO — what it means for the API you depend on](https://top10.dev/story/anthropic-lines-up-its-ipo-what-it-means-for-the-api-you-depend-on-2425): What happened Anthropic has quietly turned on ipo.anthropic.com, a dedicated investor-relations subdomain that in every recent precedent — OpenAI's rumored fil…
- [The real Organic Maps story: OSM is finally production-grade infrastructure](https://top10.dev/story/the-real-organic-maps-story-osm-is-finally-production-grade-infrastructure-2414): What happened Organic Maps hit the top of Hacker News this week with 861 points, sending another wave of downloads to the AGPL-licensed offline mapping app bui…
- [Coding agents choke on messy code — and it's measurable](https://top10.dev/story/coding-agents-choke-on-messy-code-and-its-measurable-2412): What happened A paper making the rounds on Hacker News this week — "Does Code Cleanliness Affect Coding Agents?" — puts numbers on something the industry has b…
- [Compiler basics are back on the interview loop — blame the LLM stack](https://top10.dev/story/compiler-basics-are-back-on-the-interview-loop-blame-the-llm-stack-2413): What happened Douglas Thain's Introduction to Compilers and Language Design — the free textbook out of Notre Dame's CSE 40243 course — landed on Hacker News ag…
- [.NET 11 ships: faster AOT, smaller containers, three-year LTS](https://top10.dev/story/net-11-ships-faster-aot-smaller-containers-three-year-lts-2415): What happened Microsoft shipped .NET 11 on November 11, 2026, and tagged it as a Long-Term Support release — three years of patches, security fixes, and runtim…
- [GitHub Trending has a name-squatting problem, and today's board proves it](https://top10.dev/story/github-trending-has-a-name-squatting-problem-and-todays-board-proves-it-2409): What happened GitHub Trending's daily board today includes three entries that share nothing in common except that their names are engineered to steal attention…
- [Pi's Minimalism Beats Databricks at Autoresearch — Here's Why](https://top10.dev/story/pis-minimalism-beats-databricks-at-autoresearch-heres-why-2410): What happened A post making the rounds on Hacker News (262 points and climbing) argues that Pi — a minimalist autoresearch runtime — is quietly winning against…
- [48 parallel AI agents, 72 hours, one unmapped Maya pyramid](https://top10.dev/story/48-parallel-ai-agents-72-hours-one-unmapped-maya-pyramid-2407): What happened Pietro Miotti, a software engineer at Google, spent a weekend aiming a swarm of 48 parallel AI agents at publicly available NASA G-LiHT airborne…
- [Claude Science is the vertical-SKU thesis, made concrete](https://top10.dev/story/claude-science-is-the-vertical-sku-thesis-made-concrete-2411): What happened Anthropic quietly shipped Claude Science, a productized offering aimed at researchers — biologists, chemists, computational scientists — that bun…
- [A $200 glitch rig turned a crippled A100 mining card into a full GPU](https://top10.dev/story/a-200-glitch-rig-turned-a-crippled-a100-mining-card-into-a-full-gpu-2408): What happened A security researcher writing at blog.kate.land published a detailed walkthrough of using voltage glitching to unlock an NVIDIA CMP-series card —…
- [Dartmouth's AI tutor is closing in on Bloom's 2-sigma problem](https://top10.dev/story/dartmouths-ai-tutor-is-closing-in-on-blooms-2-sigma-problem-2416): What happened A paper circulating on Hacker News (146 points) reports results from an AI tutor deployed inside an actual Dartmouth course, with measured learni…
- [The bash script on a Uniqlo t-shirt, decoded](https://top10.dev/story/the-bash-script-on-a-uniqlo-t-shirt-decoded-2403): What happened A developer named Tris Sherliker bought a Uniqlo t-shirt with what looked like the standard fashion-graphic treatment of code: a block of monospa…
- [SWE-1.7 lands within striking distance of Opus — at a fraction of the cost](https://top10.dev/story/swe-17-lands-within-striking-distance-of-opus-at-a-fraction-of-the-cost-2404): What happened Cognition, the company behind the Devin coding agent, shipped SWE-1.7, the latest iteration of its in-house code model family. On SWE-Bench Verif…
- [Your smart home is a cloud outage away from being dumb drywall](https://top10.dev/story/your-smart-home-is-a-cloud-outage-away-from-being-dumb-drywall-2405): What happened A post titled "Home automation: an overnight success, 15 years in the making" hit 240 points on Hacker News this week, and the comment section tu…
- [Blender 5.3 bakes Gaussian Splats into the DCC mainstream](https://top10.dev/story/blender-53-bakes-gaussian-splats-into-the-dcc-mainstream-2402): What happened The Blender Foundation released Blender 5.3 this week, and buried under the usual sculpting polish and Cycles tuning is the headline feature most…
- [Microsoft's Flint bets the problem with AI charts isn't the model](https://top10.dev/story/microsofts-flint-bets-the-problem-with-ai-charts-isnt-the-model-2399): What happened Microsoft Research quietly dropped Flint, a new visualization specification language explicitly designed for AI agents to generate. It went up on…
- [Mistral drops Robostral Navigate, a foundation model for robot navigation](https://top10.dev/story/mistral-drops-robostral-navigate-a-foundation-model-for-robot-navigation-2400): What happened Mistral, best known for its open-weight LLMs, has moved into robotics with Robostral Navigate — a foundation model positioned as a general-purpos…
- [DeepMind's AlphaProof Code: formal verification gets an AI co-prover](https://top10.dev/story/deepminds-alphaproof-code-formal-verification-gets-an-ai-co-prover-2397): What happened DeepMind announced AlphaProof Code, an extension of the AlphaProof system that won a silver medal at the 2024 International Mathematical Olympiad…
- [OpenAI: your favorite coding benchmark is mostly noise](https://top10.dev/story/openai-your-favorite-coding-benchmark-is-mostly-noise-2401): What happened OpenAI published a research note titled Separating signal from noise in coding evaluations arguing that the way the industry currently reports SW…
- [GitHub Trending has no provenance layer. Agents don't care.](https://top10.dev/story/github-trending-has-no-provenance-layer-agents-dont-care-2406): What happened Three repositories climbed into the top of GitHub Trending this cycle with a pattern that's now familiar: yynxxxxx/Codex-5.5-codex-instruct-5.5 a…
- [CoreWeave bonds yield 16% — the AI buildout's first credit crack](https://top10.dev/story/coreweave-bonds-yield-16-the-ai-buildouts-first-credit-crack-2398): What happened CoreWeave's 2030 senior unsecured notes crossed a 16% yield this week, according to CNBC's reporting on secondary-market pricing. ==Credit market…
- [OpenAI's GPT-Live turns the chat API into a persistent socket](https://top10.dev/story/openais-gpt-live-turns-the-chat-api-into-a-persistent-socket-2393): What happened OpenAI shipped GPT-Live, a new API surface that swaps the familiar POST /v1/chat/completions request/response cycle for a persistent WebSocket-st…

## 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