a list of the best continuous delivery tools on g2 has been compiled, along with other lists of top software picks for 2026, covering various categories such as ad networks, php web frameworks, and work management software. these lists appear to be part of a series of reviews and recommendations on the g2 learn hub. the specific tools and software included in each list are not uniformly categorized, but all seem to be evaluated and ranked for the current year.