01Pattern
Interview the workflow. Build the thin system.
Measure what changed, then decide what to automate next. The map exists to drive the build, not decorate a PDF.
Proof
KJS is built around shipped systems: explicit handoffs, low dependency count, human approval gates, and operator-facing tools that can survive real use.
01Pattern
Measure what changed, then decide what to automate next. The map exists to drive the build, not decorate a PDF.
02Bias
Low dependency count, no hidden third-party tracking, and human review before critical actions become automatic.
Operator console
01Sourced
Territory, business, workflow, and scoring records are persisted in SQLite.
02Reviewed
Automation candidates move through approval states before anything gets sent or changed.
03Shipped
The first version is small enough to understand and useful enough to replace a manual loop.