A promotional video for MerchantSpring - an analytics platform built for e-commerce agencies. The client initially reached out for a consultation. We discussed the product, its goals, and how the video could be used in marketing. Based on that, we structured the concept and moved into storyboard development, followed by full animation production. The video was created as a promotional asset, focusing on clearly presenting the product’s value and showcasing its AI-powered capabilities through clean, modern motion design.

awesome!

Hey! I just shared a write-up on something I learned while rebuilding a product with AI agents:)

The main idea is pretty simple: Don’t put all your product context in one giant agent file.

Keep the main file small, and put the real product knowledge inside structured docs that the AI can navigate when it needs them.

This has helped me a lot when working on a SaaS product with a lot of business logic!

Sharing the full breakdown here:

https://docswarp.notion.site/How-to-document-your-product-so-AI-can-actually-build-it-3c09678204c580948a52c0f4ec86d6fc?source=copy_link

I'm offering consulting services to set this up! :)

The table-of-contents-in-the-main-file pattern is the key move here - it keeps the agent's default context small while still giving it a map to go fetch the architecture or naming-convention doc only when the task actually touches that domain.