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One of my favorite good code bases, which I'd sometimes describe as being advanced technology that was gifted to us by outer space aliens... I inherited a large code base in Scheme (Lisp) from two PhD engineering domain experts. One of them had been a systems programmer before grad school, and had built the foundation from scratch, including an entire complex Web backend and frontend framework, including continuation-based Web forms UI serving, and a versioned ORM with a meta layer (extensible by customer sites using an early browser-based Web UI builder), etc.. The system evolved for over a decade, with a very small and super-productive team, and was able to respond very rapidly to new requirements. One more conventional Web example: when we needed to be in AWS, we owned and understood the underlying framework intimately, it had good abstraction layers where we needed it, we could code the protocols and understand the distributed systems changes, and just do it... which also got us the side honor of being the first system to get a particular federal security certification for AWS. Another Web example: when we needed a handheld app, we were able to get into the guts of the meta layer, and do an HTML5 Offline app. A large part of which was generated dynamically, as a semantic translation of complex Web forms from the meta layer to idiomatic smartphone and tablet UI. (Admin user had previously painted a form with particular spatial layout with rich controls for knowledge capture in desktop and occasionally modified it, a new algorithm did structure recovery of grouping and ordering of those fields, mapped them to modern device-responsive handheld controls more usable on small touchscreens, and the system updated the generated app package for JIT updating as necessary.) There were numerous other examples of how the code base evolved to growing functionality and operational requirements, but those two might be most recognizable. Of course, part of it was the team and how we were managed. And part of it was that the code base gave the team a very smart head start with a powerful foundation that let it churn out functionality at a high rate early on, yet was also amenable to evolution with a very small team. I think these parts were complementary, and affected each other. |