topic 01
Operator economics: the math behind running agents instead of headcount
$420k in salaries → $12k/year in compute. What the unit economics actually look like when you replace four hires with 36 agents. Real P&L. No rounding.
topic 02
Building AI agent teams — self-hosted, cloud, and everything between
Multi-agent orchestration across OpenAI, Anthropic, and self-hosted infrastructure. How to architect systems that run without babysitting. Tools, workflows, failure modes.
topic 03
Building solo at scale — one operator, five brands, 24/7 autonomous
What changes when code stops being the bottleneck. How to run five companies without a team — using agents for taste-work, operations, and customer touch. The operator's mindset shift.