Watch this satisfying mass mass

muehehehe~

vibe-driven-development.sh

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Claude knows what's popular. We know what ships.

Check my stack 2 min check. 2 months saved.

Bad stack decisions compound into debt

Every wrong choice at day 0 costs 10x to fix at month 6

Day 1

You pick a stack. SvelteKit looks cool. Prisma seems popular. Vercel is free. "Ship fast, figure it out later."

Week 2

Auth is harder than expected. Your ORM doesn't support that join. "I'll work around it for now." You add your first hack.

Month 2

Client needs real-time. Your stack doesn't do WebSockets well. The "quick" feature becomes a 2-week research project. You find out Prisma has issues on Edge.

Month 6

"Why is this taking so long?" "Can we just start over?"

30 minutes of research at day 0 would have saved 3 months of regret.

CRITICAL

Framework FOMO

Picking tech because it trends on Twitter

Example "Everyone uses Next.js so it must be right"

Features you don't need, complexity you do

HIGH

Compatibility Blindspot

Techs that don't play well together

Example Prisma + Vercel Edge Runtime

Months of workarounds and compromises

MEDIUM

Scale Mismatch

MVP tech that crumbles at scale

Example SQLite for a multi-tenant SaaS

Forced migration under pressure

WARNING

Ecosystem Lock-in

Mixed ecosystems that fight each other

Example Python backend + Node tooling

Double the DevOps, double the bugs

You don't have a coding problem.

You have a decision problem.

How it works

From requirements to perfect stack in 3 minutes

Describe your project. We score every option. You pick with confidence.

Step 1

Describe your project

Paste specs or describe

"SaaS app for B2B invoicing. Need auth, payments, real-time. Team of 2, launching in 3 months."

Real-time Payments Small team

AI detects constraints automatically

30 seconds

Step 2

We score everything

Scoring 100% deterministic

Spec Analyzer Paste your requirements

Philosophy Set your priorities

Constraints Define hard rules

Scoring 100% deterministic

Compatibility Cross-tech validation

Export PDF & JSON ready

~2 minutes

Step 3

Get your perfect stack

Stack Score Optimal - Ship with confidence

Framework SvelteKit 96

Database PostgreSQL 94

ORM Drizzle 92

Auth Lucia 91

View full report Export PDF

Instant

Without Builder

Pick trending tech → 3 months later → "Why doesn't this work?" → Rewrite

With Builder

Scored decisions → Day 1 confidence → Ship on time → Sleep well

Real Story

Same project, different outcomes

Two freelancers. Same client brief. Different approaches.

Without Builder

Day 1

"Next.js is popular, let's use that with Prisma and Supabase."

Week 3

"Prisma is slow on Edge... and Supabase doesn't support this auth flow."

Month 2

"We need to rewrite the data layer. Client is asking why it's delayed."

Month 4

"Project over budget. Trust broken. Never again."

6 weeks over deadline

With Builder

Day 1

"Let me paste the brief into the Builder and check compatibility."

Day 1

"SvelteKit + Drizzle + Lucia scores 94. All green for Edge deployment."

Week 6

"Feature complete. Stack worked exactly as scored. No surprises."

Week 8

"Shipped on time. Client happy. Referral incoming."

On time & on budget

3 min Research time

94 Stack score

0 Stack pivots

100% On-time delivery

IDE Integration

Build stacks without leaving your editor

MCP tools for Claude, Cursor, VS Code, and any compatible assistant

Claude Code Build stacks from terminal

Cursor Integrated recommendations

VS Code MCP extension support

REST API Programmatic access

Quick install

claude mcp add stacksfinder "npx" "-y" "@stacksfinder/mcp-server"

Start building debt-free

Your next project deserves the right stack from day one. Stop guessing. Start building with confidence.

Build my stack View pricing

Free tier available - No credit card - Results in 3 minutes

AI-powered spec analysis

100% deterministic scoring

Compatibility validation

PDF & JSON export