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I built a free AI tool that picks your SaaS tech stack based on budget

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Hey HN, I kept seeing the same question asked over and over in startup communities: "What tech stack should I use for my SaaS?" The answers were always scattered, opinionated, and never accounted for budget or team size. So I built appstackbuilder.com — you tell it your monthly budget, app type, team size, and skill level, and it recommends a full stack (auth, database, hosting, payments, analytics, etc.) with actual pricing for each tool. A few things that make it different from generic advice: - It accounts for team size when calculating costs (e.g. Clerk charges per user, Linear charges per seat — most stack guides ignore this) - You can toggle "no-code only" if you're a non-technical founder - It shows you 2–3 alternatives per category, not just one option - You can export the full stack as a PDF or share a link - It's completely free, no account required Under the hood: Next.js, Supabase, and Gemini for the recommendations. The tool database has ~80+ tools across categories with real pricing data I manually verified. What I'm still figuring out: - How to keep pricing data fresh as tools change plans frequently - Whether to add a "stack score" based on community usage data - If the no-code recommendations are actually good (I'm a developer, so I'd love feedback from non-technical founders specifically) Would love brutal feedback, especially if the recommendations feel off for your use case.

HN · launched Feb 22, 2026 · 6 upvotes (top 72%) · 0 views

Niche: software discovery and resource directories · 172 launches, 9 in the last 7 days ▼ -31% · Explore this niche →

Category and tags

  • Horizontal
  • Agent / copilot
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Yes It is a standard web application with a form taking user constraints (budget, app type) and feeding them to an LLM prompt to output a curated tech stack recommendation.

Discussion

4 comments analyzed.

Competitors mentioned: Next.js, Supabase, Clerk, Vercel, Stripe

Concerns raised: Not exactly what user chose for their startup

Competitors

Other products that read as similar to this one : 248 launches clear the similarity bar, closest 8 shown.

Attention rank: #223 of 249 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 115 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.