With Home Depot shares briefly touching an all-time high of $139 on Tuesday, CEO Craig Menear doesn't see the company's fortunes stalling anytime soon.

Supported by strength in the housing market — which is being driven by rising home values and household formation — the chief executive sees opportunities to further grow its business across the millennial and aging consumer populations, as well as with the professional customer.