O Spirit of the Machine, teach us automation!

I’ll show how the “Machine Spirit” AI methodology expert helps newcomers navigate a project without up-to-date documentation: it finds relevant code examples, follows team conventions, and guides them through their first automated test.

I’ll explain how expert knowledge becomes living project memory, training materials, and a bot in messenger.

As a result, automation has grown from a two-person responsibility into a team-wide practice—while validation and final responsibility remain with human experts.