A customer said his AI couldn't help him because it didn't know my system. He was right. So I built a 13-agent support system on Cloudflare Workers, grounded in the real workflow code, answering paying customers on demand.​

A 9-workflow agentic system that cut drafting from about 90 minutes to 15 per application, monitors my target company list daily, and auto-matches 500+ contacts to roles. 13 paying customers, $2,800+ in revenue, and a Cultivated Culture podcast invite.

Officers left the letter editor to find legal citations, and paste-backs broke formatting. A stakeholder's dormant cost report put the gap at $372K to $1.1M a year. I specified Scribbler, an in-editor retrieval layer, and the design lead validated it as the next build.