Underlying Dan's article seemed to be the assumption that models are just used as input to code generation. To be fair, the article was entirely focused on the OMG's view of model driven development, dubbed MDA, which tends to lean that way. My own belief is that there are many useful things you can use models for, other than code generation, but that's the topic of a different post. I'll just focus here on code generation.
So which path to follow? Translationist or elaborationist?
In the translationist approach, the model is really a programming language and the code generator a compiler. Unless you are going to debug the generated (compiled) code, this means that you'll need to develop a complete debugging and testing experience around the so-called modeling language. This, in turn, requires the language to be precisely defined, and to be rich enough to express all aspects of the target system. If the language has graphical elements, then this approach is tantamount to building a visual programming language. The construction of such a language and associated tooling is a major task that requires specialist skills. It will probably be done by a tool vendor in domains where there is enough of a market to warrant the initial investment. Indeed, one doesn't have to look far for examples. There are several companies who have built businesses on the back of this approach to MDA, especially in the domain of real-time, embedded systems. And, for obvious reasons, they have been leading efforts to define a programming language subset of UML, called Executable UML, xUML or xtUML, depending on which company you talk to.
In contrast, the elaborationist approach to code generation does not require the same degree of specialist skill or upfront investment. It can start out small and grow organically. However, there are pitfalls to watch out for. Here's some that I've identified:
Of course, we have been talking to our customers and partners about their needs in this area. But we're always to keen to receive more feedback. If you've been using code generation, then I'd like to hear from you. Has it been successful? What techniques have you been using to write the generators? To write the models? What pitfalls have you encountered? What development tools would have made the job easier?