Product teams learn different things from implementation work than they learn from demos. Real workflows expose missing records, ambiguous ownership, inconsistent data, and uncomfortable permission questions.

Those details are not distractions. They are product requirements hiding in operating reality.

Shikha Labs uses focused service engagements to sharpen Slab5 and the surrounding implementation patterns, especially where AI-assisted workflows meet human accountability.