📝 Executive Summary
Despite trading over 30% below all-time highs, Penguin Solutions, MaxLinear, and Aehr Test Systems show strong fundamental momentum driven by AI infrastructure demand. These small-cap players are outpacing the broader market as their specialized semiconductor and memory technologies gain traction with hyperscalers and chipmakers.