I’m like a test unitarian. Unit tests? Great. Integration tests? Awesome. End to end tests? If you’re into that kind of thing, go for it. Coverage of lines of code doesn’t matter. Coverage of critical business functions does. I think TDD can be a cult, but writing software that way for a little bit is a good training exercise.

I’m a senior engineer at a small startup. We need to move fast, ship new stuff fast, and get things moving. We’ve got CICD running mocked unit tests, integration tests, and end to end tests, with patterns and tooling for each.

I have support from the CTO in getting more testing in, and I’m able to use testing to cover bugs and regressions, and there’s solid testing on a few critical user path features. However, I get resistance from the team on getting enough testing to prevent regressions going forward.

The resistance is usually along lines like:

  • You shouldn’t have to refactor to test something
  • We shouldn’t use mocks, only integration testing works.
    • Repeat for test types N and M
  • We can’t test yet, we’re going to make changes soon.

How can I convince the team that the tools available to them will help, and will improve their productivity and cut down time having to firefight?

  • lysdexic@programming.devEnglish
    5·
    11 months ago

    Focusing on code coverage (which doesn’t distinguish between more and less important parts of the code) seems like the opposite of your very good (IMO) recommendation in another comment to focus on specific high-value use-cases.

    The usefulness of code coverage ratios is to drive the conversation on the need to track invariants and avoid regressions. I agree it’s very easy to interpret a metric as a target to optimize, but in this context coverage ratios is primarily used to raise the question on why wasn’t a unit test added.

    It’s counterproductive to aim for ~100% but without this indicator any question or concern regarding missing tests will feel arbitrary. With coverage ratios being tracked, this topic becomes systematic and helps build up a team culture that is test-driven or at least test-aware.

    Code coverage is an OK metric and I agree with tracking it, but I wouldn’t recommend making it a target. It might force developers to write tests, but it probably won’t convince them.

    True. Coverage ratios are an indicator, and they should never be an optimizable target. Hence the need to keep minimum coverage ratios low, so that the team has flexibility to manage them. Also important, have CICD pipelines export the full coverage report to track which parts of the code are not covered.

    The goal is to have meaningful tests and mitigate risks, and have a system in place to develop a test-minded culture and help the team be mindful of the need to track specific invariants. Tests need to mean something and deliver value, and maximizing ratios is not it.