Good integration tests are hard. There are many approaches for testing server/client HTTP libraries - all with various tradeoffs and problems that come up. Some are obvious, some are a little more tricky. I'll run through some approaches and problems I've come across developing server/client APIs, while developing these in a highly distributed systems setup at Engine Yard.