Blog

Practical notes on AI automation and the craft of real-world software.

Diffusion: From Manual Work to Scalable Systems
For the last few years, I’ve been building automations for businesses—especially the parts of operations that are slow, repetitive, and easy to get wrong. Most teams don’t need more tools. They need fewer handoffs and less manual overhead. Diffusion exists to transform high-friction workflows into reliable, automated systems.
By Dmitriy Cherchenko
February 25, 2026·5 min read
By Dmitriy Cherchenko·February 25, 2026·5 min read

Stay in the loop

New posts on AI automation and practical engineering—delivered to your inbox.