
Sequential Japanese manga scenes showing Harold working through AxiLAB, with recognizable project evidence inside the illustrated world.


Feature: Model it. Measure it. Keep the evidence distinct.
Learned: A clean curve still needs an independent check.
AxiLAB
Engineering software that must prove its math before the answer is trusted.
Open AxiLAB case notes +
ProblemEnclosure, crossover, measurement, cabinet, and documentation work is fragmented or hides assumptions.
DesignedAn offline-first instrument connecting driver data through enclosure, crossover, cabinet, measurement, diagnosis, drawings, and documentation while tracking units, provenance, measurement context, and revision history.
EvidenceImplemented evidence includes 16 enclosure topologies, per-edge baffle diffraction, crossover and measurement workflows, revisioned evidence, and build documents. Validation counts are being re-established before publication.
ContributionDomain model, formulas, workflows, acceptance criteria, audit strategy, source requirements, UI behavior, implementation direction, and independent validation methodology.