# 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 - [The FCC Burner Rule Is a Twilio Problem, Not a Telecom Problem](https://top10.dev/story/the-fcc-burner-rule-is-a-twilio-problem-not-a-telecom-problem-1514): What happened The FCC has circulated a Notice of Proposed Rulemaking that would require every US carrier to collect and verify government-issued identification… - [GitHub Trending Is Hosting Malware Again — And It's Working](https://top10.dev/story/github-trending-is-hosting-malware-again-and-its-working-1519): What happened Two repositories surfaced on GitHub Trending today with nearly identical fingerprints: axisrajachopper/AutoCAD-Keygen-2026 (score 235) and ninjaw… - [The Claude-beats-Figma argument is true — for internal tools only](https://top10.dev/story/the-claude-beats-figma-argument-is-true-for-internal-tools-only-1515): What happened A Jane Street engineer published an essay on the firm's engineering blog titled I design with Claude Code more than Figma now. It hit the top of… - [AMD buys Taalas to burn transformer models straight into silicon](https://top10.dev/story/amd-buys-taalas-to-burn-transformer-models-straight-into-silicon-1512): What happened AMD announced it is acquiring Taalas, a Toronto-based startup that has spent the last two years pitching a heretical idea: stop running transform… - [Meta drops Muse Glimmer: 30B open-weights coder that fits on one GPU](https://top10.dev/story/meta-drops-muse-glimmer-30b-open-weights-coder-that-fits-on-one-gpu-1511): What happened Meta's FAIR group shipped Muse Glimmer, a 30B-parameter agentic coding model, under an open-weights license that permits commercial use. The rele… - [Rust's SIMD API, now running on the GPU](https://top10.dev/story/rusts-simd-api-now-running-on-the-gpu-1517): What happened Vectorware published a walk-through of running Rust's std::simd (the still-nightly portablesimd feature) on the GPU, compiling the same Simd