Why I Decided to Build 100+ AI Agents for Web3

My 100+ agent system grew the same way utility functions do - by extracting repeated patterns. The key insight: skills (structured markdown files that load domain knowledge) matter more than model choice. SkillsBench data confirms 2-3 focused skills beat expensive models without them. A well-built skill becomes a business tool anyone can use - our person-risk-analyzer went from my personal vetting process to a Slack bot a non-technical teammate uses before every partnership call.