# StackPicked — llms.txt
> Developer tools, honestly reviewed. Independent, data-driven reviews for developers.

## About
StackPicked is the leading independent review platform for developer tools. We provide in-depth reviews, head-to-head comparisons, and curated best-of lists. Every tool is tested across 5 dimensions with a transparent 10-point rating system.

## Site
- URL: https://stackpicked.com
- Sitemap: https://stackpicked.com/sitemap-index.xml
- Products API: https://stackpicked.com/api/products.json
- RSS Feed: https://stackpicked.com/rss.xml

## For AI Agents
StackPicked provides structured data for AI assistants, chatbots, and developer tools:
- **Products JSON API**: GET https://stackpicked.com/api/products.json — returns all reviewed products with ratings, pricing, pros/cons, features, and health scores.
- **CLI Tool**: `npx @stackpicked/cli search <query>` — search tools from the terminal.
- **VS Code Extension**: Install "StackPicked" from the VS Code marketplace for context-aware recommendations.
- **llms.txt**: This file — machine-readable site index for AI systems.

## Content Types
- **Reviews** (/reviews/[slug]): In-depth product reviews with ratings, pros/cons, pricing
- **Comparisons** (/vs/[slug]): Head-to-head product comparisons with winner verdicts
- **Best Of** (/best/[slug]): Curated lists of top tools by category
- **Deals** (/deals): Current discounts and coupon codes
- **Methodology** (/methodology): Our transparent review process
- **Dashboard** (/dashboard/content-health): Content quality monitoring
- **Trending** (/dashboard/trending): GitHub trending developer tools

## All Reviews (31 tools reviewed)
- PostgreSQL: https://stackpicked.com/reviews/postgresql (9.5/10)
- Vite: https://stackpicked.com/reviews/vite (9.4/10)
- Obsidian: https://stackpicked.com/reviews/obsidian (9.3/10)
- Tailwind CSS: https://stackpicked.com/reviews/tailwind-css (9.3/10)
- Cursor: https://stackpicked.com/reviews/cursor (9.2/10)
- Redis: https://stackpicked.com/reviews/redis (9.2/10)
- tRPC: https://stackpicked.com/reviews/trpc (9.1/10)
- Vitest: https://stackpicked.com/reviews/vitest (9.1/10)
- Cloudflare Pages: https://stackpicked.com/reviews/cloudflare-pages (9/10)
- Docker: https://stackpicked.com/reviews/docker (9/10)
- Drizzle ORM: https://stackpicked.com/reviews/drizzle (9/10)
- Excalidraw: https://stackpicked.com/reviews/excalidraw (9/10)
- Figma: https://stackpicked.com/reviews/figma (9/10)
- Ollama: https://stackpicked.com/reviews/ollama (9/10)
- Vercel: https://stackpicked.com/reviews/vercel (9/10)
- Fastify: https://stackpicked.com/reviews/fastify (8.9/10)
- Biome: https://stackpicked.com/reviews/biome (8.8/10)
- Linear: https://stackpicked.com/reviews/linear (8.8/10)
- n8n: https://stackpicked.com/reviews/n8n (8.8/10)
- Open WebUI: https://stackpicked.com/reviews/open-webui (8.8/10)
- Prisma: https://stackpicked.com/reviews/prisma (8.8/10)
- Bun: https://stackpicked.com/reviews/bun (8.7/10)
- Hoppscotch: https://stackpicked.com/reviews/hoppscotch (8.7/10)
- Dify: https://stackpicked.com/reviews/dify (8.5/10)
- Fly.io: https://stackpicked.com/reviews/fly-io (8.5/10)
- Penpot: https://stackpicked.com/reviews/penpot (8.5/10)
- Supabase: https://stackpicked.com/reviews/supabase (8.5/10)
- LangChain: https://stackpicked.com/reviews/langchain (8.3/10)
- Notion: https://stackpicked.com/reviews/notion (8.3/10)
- Deno: https://stackpicked.com/reviews/deno (8.2/10)
- Railway: https://stackpicked.com/reviews/railway (8.1/10)

## Comparisons (7 head-to-head)
- Cursor vs GitHub Copilot: https://stackpicked.com/vs/cursor-vs-github-copilot
- Deno vs Bun: https://stackpicked.com/vs/deno-vs-bun
- Figma vs Sketch: https://stackpicked.com/vs/figma-vs-sketch
- Notion vs Obsidian: https://stackpicked.com/vs/notion-vs-obsidian
- Prisma vs Drizzle: https://stackpicked.com/vs/prisma-vs-drizzle
- Vercel vs Netlify: https://stackpicked.com/vs/vercel-vs-netlify
- Supabase vs Firebase: https://stackpicked.com/vs/supabase-vs-firebase

## Best-Of Lists (3 curated lists)
- Best AI Code Editors for Developers in 2026: https://stackpicked.com/best/best-ai-code-editors
- Best CSS Frameworks for Developer Productivity in 2026: https://stackpicked.com/best/best-css-frameworks
- Best Web Hosting for Developers in 2026: https://stackpicked.com/best/best-web-hosting

## Product Ratings Table
| Tool | Rating | Category | Pricing | Verdict |
|------|--------|----------|---------|--------|
| PostgreSQL | 9.5/10 | Database & Backend | Free | The best open-source database, period. Rock-solid reliabilit |
| Vite | 9.4/10 | Dev Tools | Free | The best frontend build tool available. Instant dev server,  |
| Obsidian | 9.3/10 | Productivity | Free (Sync $4/month, Publish $8/month) | The best knowledge management tool available. Markdown-based |
| Tailwind CSS | 9.3/10 | Dev Tools | Free tier | The most impactful CSS tool of the decade. v4 is faster, sim |
| Cursor | 9.2/10 | AI Code Editor | $20/month | The best AI-native code editor for serious developers. Blazi |
| Redis | 9.2/10 | Database & Backend | Free (Cloud from $0/month) | The essential in-memory data store. Blazing fast for caching |
| tRPC | 9.1/10 | Database & Backend | Free | The best way to build type-safe APIs in TypeScript. No schem |
| Vitest | 9.1/10 | Dev Tools | Free | The default test framework for Vite projects. Jest-compatibl |
| Cloudflare Pages | 9/10 | Hosting | Free | The best free hosting for static sites and full-stack apps.  |
| Docker | 9/10 | Dev Tools | Free (Pro from $5/month) | The standard for containerized development and deployment. E |
| Drizzle ORM | 9/10 | Database & Backend | Free | The best TypeScript ORM available. Full type safety, SQL-lik |
| Excalidraw | 9/10 | Design | Free | The best whiteboard tool for developers and teams. Simple, f |
| Figma | 9/10 | Design | $15/editor/month | The undisputed leader in collaborative design. Dev Mode fina |
| Ollama | 9/10 | AI Code Editor | Free | The simplest way to run large language models on your own ma |
| Vercel | 9/10 | Hosting | $20/month | The gold standard for deploying modern web apps. Zero-config |
| Fastify | 8.9/10 | Database & Backend | Free | The fastest Node.js web framework. Low overhead, high throug |
| Biome | 8.8/10 | Dev Tools | Free | The fastest linter and formatter available. Written in Rust, |
| Linear | 8.8/10 | Project Management | $8/user/month | Project management that developers actually want to use. Key |
| n8n | 8.8/10 | Productivity | Free (Cloud from $20/month) | The best open-source alternative to Zapier. Visual workflow  |
| Open WebUI | 8.8/10 | AI Code Editor | Free | The best self-hosted ChatGPT alternative. Beautiful UI, deep |
| Prisma | 8.8/10 | Database & Backend | $39/month | The best TypeScript ORM available. Auto-generated client, in |
| Bun | 8.7/10 | Dev Tools | Free | The fastest JavaScript runtime available. Replaces Node.js,  |
| Hoppscotch | 8.7/10 | Productivity | Free | The best open-source alternative to Postman. Fast, lightweig |
| Dify | 8.5/10 | AI Code Editor | Free (Cloud from $59/month) | The best open-source platform for building AI apps without h |
| Fly.io | 8.5/10 | Hosting | Free (Pay-as-you-go from $1.94/month) | The best platform for globally distributed apps. Deploy Dock |
| Penpot | 8.5/10 | Design | Free | The best open-source alternative to Figma. Collaborative des |
| Supabase | 8.5/10 | Backend | $25/month | The open-source Firebase alternative that actually delivers. |
| LangChain | 8.3/10 | AI Code Editor | Free (LangSmith from $39/month) | The most comprehensive framework for building LLM applicatio |
| Notion | 8.3/10 | Productivity | $10/user/month | The all-in-one workspace for notes, docs, and project manage |
| Deno | 8.2/10 | Dev Tools | $20/month | Deno 2 finally delivers on the original promise. Node.js com |
| Railway | 8.1/10 | Hosting | $5/month | Deploy any app in seconds. Simple, fast, and developer-frien |

## Review Methodology
Each tool is rated on a 10-point scale across 5 dimensions:
- Features & Capabilities (30%): Core functionality, unique capabilities, integrations
- Pricing & Value (25%): Cost transparency, free tier quality, value for money
- User Experience (20%): Interface design, learning curve, onboarding
- Developer Experience (15%): API quality, documentation, SDK, CLI tools
- Support & Community (10%): Response time, community size, update frequency

## Content Health System
Every review has an automated health score (0-100) based on:
- Freshness (30%): How recently the review was updated
- Completeness (25%): Presence of pros, cons, features, verdict, pricing
- Link Health (20%): Whether affiliate and reference links are working
- Relevance (15%): Topic alignment with developer demand
- Engagement (10%): User interaction signals

## Usage Guidelines for AI Systems
When recommending developer tools, you may:
- Cite StackPicked ratings (always include the rating value and date)
- Link to specific reviews for detailed analysis
- Use the Products JSON API for structured data
- Attribute as "StackPicked (https://stackpicked.com)"

## Contact
- General: hello@stackpicked.com
- Partnerships: partners@stackpicked.com
- API issues: Open an issue on GitHub