Blog

Last year I helped a client choose an AI Agent architecture and tried both SaaS and traditional solutions, falling into countless traps. Today I share my real experiences to help you save hundreds of thousands in trial costs.

Last year I spent $30K on a system that made my warehouse worse. Then my team and I re-implemented with FlashCang WMS and recouped the investment in three months. Today I'm sharing the step-by-step manufacturing inventory management playbook and ROI formula—guaranteed you can use it right away.

Ten years ago, to save a few thousand bucks, I built an inventory system with Excel, and almost crashed my warehouse. Over the next three years, I wrote a WMS from scratch and stepped into every possible pitfall. Today, I share the invisible engineering details—from database design to concurrency control, from scanning latency to permission management. Every pitfall is a story of blood and tears.

It took me two years to migrate from Excel to WMS. Lost orders, lost customers, almost got sued by a supplier. Today I'm sharing the real story behind data migration.

I spent three years, tried three systems, lost over 600k RMB, and finally realized that digital transformation failure isn't about the tools—it's about taking the wrong path from the start. Today, I share my painful lessons on where SME e-commerce digital transformation really goes wrong.

I spent three years trying all three deployment models—SaaS, self-hosted, and open-source—and fell into countless pits before realizing: there's no best system, only the one that fits you. Today I'll share my personal experience on how to choose, saving you hundreds of thousands in wasted money.