Not just autoconf. Build systems in general are a bad abstraction, which leads to lots and lots of code to try to make them do what you want. It's a sad reality of the mismatch between a prodecural task (compile files X, Y, and Z into binary A) and what we want (compile some random subset of files X, Y, and Z, doing an arbitrary number of other tasks first, into binary B).
For fun, you can read the responses to my musing that maybe build systems aren't needed: https://news.ycombinator.com/item?id=35474996 (People can't imagine programming without a build system - it's sad)