Sparkable Logo Sparkable

VALIDATE.

BUILD.

LAUNCH.

Stop burning runway on the wrong features. Validate your idea, build what matters, and launch in 8-12 weeks.

10+MVPs Shipped
8-12Week Timeline
Seedto Series A Clients
Image Placeholder

The MVP Trap

Founders skip validation. They assume they know what users want—so they spend months building features nobody asked for. By the time they launch, they've burned through runway on a product that doesn't solve a real problem. The MVP becomes 50 features searching for a user.

Here's the uncomfortable truth: most startups don't fail because they can't build. They fail because they build the wrong thing. Six months of development. Zero paying customers. Now you're explaining to investors why you need more runway to "pivot."

I help founders build MVPs that actually validate their thesis. That means ruthless prioritization—cutting everything that doesn't prove your core assumption. We ship in 8-12 weeks, not 6 months. Fast enough to learn, focused enough to matter.

  1. Discovery — Validate assumptions, define core value prop
  2. Design — Map user journey, prioritize ruthlessly
  3. Develop — Build only what proves your thesis
  4. Deploy — Launch, measure, iterate

Track Record

10+ MVPs shipped8-12 week delivery

Full-stack: React, Node, AI/ML

"Build less. Learn more. Let traction speak."

Not Sure What to Build First?

Book a 30-minute MVP Roadmap session. I'll help you identify your core assumption, define the smallest product that tests it, and map out a realistic 8-12 week plan.

Limited MVP slots each quarter

MVP Anatomy

What's inside a shipped product

Real tech stacks of 6 products at different scales and industries. Every tool verified from official sources. Click a product to explore its full architecture.

$2-5K/mo Infra cost
3-6 months MVP timeline
15 engineers Current team
React App
TypeScript · MobX
GraphQL API
Apollo · typed queries
Node.js
TypeScript backend
PostgreSQL
Cloud SQL · pgvector
GKE
Kubernetes · Docker
Frontend
React
UI framework
TypeScript
End-to-end type safety
MobX
Reactive state management
IndexedDB
Client-side persistence · offline sync
Real-time sync
WebSockets
Live updates to all clients
SyncAction engine
Create · Update · Delete · Archive
Bootstrap endpoint
Initial state hydration
API layer
Public GraphQL
Client-facing API
Private GraphQL
Internal service API
Apollo Server
GraphQL runtime
Database + AI
Cloud SQL PostgreSQL
Primary data · tens of TB
pgvector
Vector similarity search for AI
Redis (Memorystore)
Event bus · cache layer
OpenAI embeddings
Ada embeddings for issue similarity
Infrastructure
Google Kubernetes Engine
Independent workload scaling
Docker
Containerization
Cloudflare
CDN · edge network
Task runners
Background jobs as K8s pods
Dev tools
GitHub
Code hosting
Retool
Internal admin tooling
Find Your MVP Stack
Answer 6 quick questions to get an opinionated stack recommendation with timeline + cost estimate.

Answer 6 remaining questions to see your stack.

Ready to Ship Your MVP?

Your idea deserves to be tested in the real world.

  • Ruthless prioritization—build only what validates your thesis
  • Full code ownership + knowledge transfer to your team
  • Post-launch support to iterate based on real user feedback