
Stackbattle
Community-Driven Tech Stack Comparison Platform
Independent project. Public-facing implementation details are shared at a high level.
The Challenge
The developer community needed a structured way to compare technologies beyond Reddit threads and Twitter arguments. Stackbattle provides data-driven comparisons with community voting.

The Approach
Built with Astro for strong SEO performance (comparison pages need to rank on Google). React islands handle interactive voting, and Prisma manages voting data with PostgreSQL.
System Architecture
An Astro static site with React islands for interactivity. Comparison pages are pre-rendered at build time as static HTML for maximum SEO crawlability, while voting widgets hydrate as React islands on the client. The voting backend uses Prisma with PostgreSQL, with optimistic UI updates for instant feedback. Each comparison page includes structured data (JSON-LD) for rich search results.
System architecture overview

Built For
Developers and engineering managers evaluating technology choices - from junior developers comparing their first frameworks to CTOs making stack decisions for new projects. Users who want data-driven, community-validated comparisons instead of relying on blog posts and Twitter opinions.
Design Decisions
Why Astro instead of Next.js?
SEO is everything for a comparison site. Astro's zero-JS-by-default approach means comparison pages load instantly and are fully crawlable, with React hydrated only for interactive voting widgets.

The Team
Founder & Full-Stack Developer (me)
Product direction, Astro + React architecture, database, SEO, and voting system
Tech Stack
Outcomes & Impact
- Fast page loads from static-first rendering with minimal client-side JavaScript
- SEO-optimized comparison pages with structured data
- Real-time vote tallying with optimistic UI updates
