From Cline to Claude Code: how freee rolled out AI agents company-wide (Forkwell AI Study #2)

English summary

Freee (JP accounting SaaS): proxy server measures tokens and access per person and tool; spend threshold triggers Claude Max seat. PR counts a weak effect measure; small central team, top-down plus bottom-up. Speaker: Nakayama (freee, AI-driven development team); yt-dlp auto captions. English summary with timestamps on top.