Writing lots of well-tested prototypes and benchmarks to grok the capabilities your building blocks have. Working with things you don't understand is very slow,

Writing lots of well-tested prototypes and benchmarks to grok the capabilities your building blocks have. Working with things you don't understand is very slow, so I feel doing all of this up front leads to much better results than doing it incrementally every time a new strange bug appears.