01 / The bottleneck
Founders stall on open-ended agency retainers: 3 to 6 months of billing with zero working software in production.
02 / The insight
Speed is the ultimate de-risker. Scoped 1–2 week MVP sprints with pre-architected AI and SaaS rails get real software into user hands before assumptions rot.
03 / The build
The rapid MVP engineering system: pre-built auth/billing/database scaffolding, autonomous agent pipelines, and high-velocity daily shipping.
04 / The launch
Active: my primary brand and sprint vehicle for rapid MVP development and client agent builds.
05 / The outcome
Delivered production MVPs in 1–2 weeks for founders, eliminating multi-month agency delays.
06 / What I learned the hard way
Fixed scope is a kindness: it forces the hard tradeoff conversation before code is written.