Each distinct service has a nice, pure data model with extensive unit tests, but now with new clients (and consequently new requirements) coming thick and fast, the number of these services is rapidly increasing. The testing guardian angel who sometimes visits your thoughts during your morning commute has noticed an increase in the release of bugs that could have been prevented with better integration tests.
Finally after a few incidents in production, and with velocity slowing down due to the deployment pipeline frequently being clogged up by flaky integration tests, you start to think about what you want from your test suite. You set off looking for ideas to make really solid end-to-end tests. You wonder if it’s possible to make them fast. You think about all the things you could do with the time freed up by not having to apply manual data fixes that correct for deploying bad code.
At the end of it all, hopefully you’ll arrive here and learn about the Test Machine.
Check it out. Testing these types of system is certainly possible, but can be a bit difficult because of the additional layers of complexity.