Initializing context visualization
Building particle network...
Context Engineering for AI-Led Teams.
Memory is infrastructure; context is the contract.


Dual Nature Architecture
We operate at the intersection of ruthless business logic and precise engineering execution. Choose your lens.
Signal → $1
We don't build features; we capture revenue. Every sprint is measured by dollars, not story points.
Revenue First
Revenue writes the backlog. No feature exists without a dollar value.
Speed to Market
14-day sprints from signal detection to first dollar.
Active products
Overlooked micro-SaaS opportunities
PRD-Driven Context Engineering
We've replaced "agile chaos" with a deterministic system. From signal detection to revenue capture, every step is governed by context.
Signal Detection
Markets that giants ignore
Context Alignment
Three-file truth
Gate Validation
No code without validation
Execution
Signal → $1: 14 days
Signal Detection
Markets that giants ignore
Context Alignment
Three-file truth
Gate Validation
No code without validation
Execution
Signal → $1: 14 days
The Three-File Truth
Every project is defined by exactly three files. No hidden context. No tribal knowledge.
- 01.README.mdThe high-level map and entry point.
- 02.CLAUDE.mdThe AI context and coding standards.
- 03.PRD.mdThe single source of truth for requirements.
Small markets, big standards
Each product: validated signal to revenue in 14-21 days

HomeFalcon
AI-powered home management platform for predictive maintenance.

PetPass
Digital pet care and tracking solution for modern pet owners.

ReviewMaster
Automated review management system for small businesses.

ValueSprint.ai
AI-driven sprint planning and estimation tool.
Let's Build Together
For founders with niche expertise and builders who think differently
Type 'email' to connect or 'help' for options.