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Rapid Prototyping

Working hardware in weeks, then a measured march of revisions.

working hardware, in weeks
revisions, each moving one number
% detection across the march
REVISION MARCH ONE NAMED NUMBER PER REVISION SPEC 99% 84% 88% 92% 95% 98% 99.4% R1 R2 R3 R4 R5 R6 WEEKS BETWEEN REVISIONS, NOT QUARTERS
FIG S4 · THE REVISION MARCH · R1 TO R6

The first prototype is allowed to be bulky, hand-soldered, and held together with fasteners from a drawer. It is not allowed to be a render. A working object on the bench settles in an afternoon the arguments a slide deck can host for months.

From V1 onward the march is measured: every revision exists to move one named number, accuracy, power, size, or cost, and gets cut only when that number is defined. Six revisions took the pour spout from 84% to 99.4% detection. The compute cylinder walked the same road from bench mule to beta hardware.

Method

  1. Build the crude one

    V1 optimizes for existing, fast. Off-the-shelf modules, oversized enclosure, real function on the real task.

  2. Name the number

    Each revision gets one metric to move and a threshold that defines done. No revision ships without its number.

  3. Cut the next rev

    Short loops: print, assemble, flash, measure. The bench stays warm between revisions.

  4. Field it

    Instrumented pilots in the real environment generate the data that decides the next revision, and the one after.

Deliverables

  • Functional prototypes, V1 in weeks
  • Revision plans tied to metrics
  • Printed & machined enclosures
  • Small-batch builds
  • Instrumented field pilots
  • Revision logs & decision records

Bench

  • 3D printing & light machining enclosure turns in days
  • Small-batch SMT assembly pilot fleets, in-house
  • Instrumented pilots every unit phones home its data
  • Revision discipline one metric per rev, logged

Proof