Hey Product Hunt! 👋

I’m Hsin, a Senior Software Architect, and I’ve spent way too much time fighting massive, slow JOINs and N+1 query bottlenecks on legacy PHP/MySQL monoliths.

Migrating read-heavy workloads to a fast NoSQL replica (like MongoDB) is the dream, but figuring out the exact document embedding and mapping relationships usually takes days of planning.

That’s why I built SyncFlow AI Architect.

It’s a free visual tool: just paste your messy, tangled MySQL DDL, and the AI instantly analyzes the bounded contexts to generate a highly-optimized, embedded MongoDB schema (designed for zero runtime JOINs) alongside the exact MQL aggregation queries.

What's next?

This is the visual architecture step. We are currently building a lightweight CDC sync engine to actually move and sync the data in real-time. If you like the NoSQL architecture the tool generates for you, you can drop your email inside the app to get early access to the engine when it drops!

I’d love for you to throw your most complex SQL schemas at it. Let me know how it handles your edge cases and what you think of the generated NoSQL structures.

I’ll be here all day answering questions and taking your feedback! 🚀