Case Study: Health Folder rescues product development with an AI-first rewrite from Pragmatic Coders

Health Folder rewrites its product in 73h with Pragmatic Coders

The customer Health Folder, a digital health startup, faced a critical challenge. Their medical document organization product was hindered by technical debt and a legacy codebase that blocked development, yet they had no budget for a traditional rewrite. The vendor Pragmatic Coders was tasked with rescuing the product.

Pragmatic Coders implemented an AI-first rewrite using a controlled workflow involving specprompting, checklists, and verification sub-agents. This approach compressed an estimated 2,000 hours of work into just 73 hours, delivering a maintainable Kotlin Multiplatform codebase with roughly 90% of functionality restored for user onboarding.

Health Folder