Blog

Lessons from building AI systems that actually grow businesses.

PlatformComing Soon

Why I Built an AI Outreach Crew Instead of Hiring SDRs

The math behind replacing a $60K/year SDR with five AI agents that cost $0.02 per email and never call in sick.

PlaybookComing Soon

67% Open Rates on Cold Email: What Actually Worked

Breaking down the exact strategy, email angles, and quality gates that got dental offices to open and reply to cold outreach.

TechnicalComing Soon

The Multi-Agent Architecture Behind RAF

How ARC, ROB, FLO, MILA, and AMY coordinate through a shared database, approval queues, and daily orchestration cycles.

More posts coming soon. Building in public.