Codacy

What do you like best?

- The integration of codacy with a new code base is quick and easy

- The graphs showing the evolution of the issues/coverage are easy to understand and give a good overview thanks to the guidelines shown

- The integration with github is simple and means that most developers do not need to know about yet another tool in order to benefit from it

What do you dislike?

- The complexity metric is pretty opaque. I'm not sure what it shows

- The logs are meaningless

What problems are you solving with the product? What benefits have you realized?

We use Codacy to preserve the quality of our python code. It prevents the quality regressing and some tests allow us to force our developers to ensure that new code is as clean as possible (e.g. correct use of generators, ensuring that there are docstrings)