https://post.bytes.com/ en Mon, 20 Apr 2026 00:46:14 GMT vBulletin 60 https://post.bytes.com/images/misc/rss.png https://post.bytes.com/ https://post.bytes.com/forum/topic/general/5642569-integration-testing-challenges-in-microservices Thu, 09 Apr 2026 11:40:19 GMT I’ve been working on a microservices based application and running into issues that don’t show up in unit tests. Individually, services work fine, but when they interact, I see problems like timeouts, mismatched responses, or unexpected failures between APIs. Debugging these issues is getting difficult because everything works in isolation. I’m trying to understand how others approach integration testing in such setups. Do you rely on real...
Individually, services work fine, but when they interact, I see problems like timeouts, mismatched responses, or unexpected failures between APIs. Debugging these issues is getting difficult because everything works in isolation.

I’m trying to understand how others approach integration testing in such setups. Do you rely on real service interactions, mocks, or some hybrid approach?

I came across this explanation on integration testing which helped me understand the basics, but I’d like to hear practical approaches from experienced developers:
https://keploy.io/blog/community/int...ehensive-guide

How do you structure integration tests in distributed systems without slowing down development?]]> General mike ross https://post.bytes.com/forum/topic/general/5642569-integration-testing-challenges-in-microservices https://post.bytes.com/forum/topic/general/5642558-choosing-the-right-types-of-regression-testing-for-your-workflow Wed, 01 Apr 2026 09:34:26 GMT Not every update requires the same level of validation, which is why understanding different approaches is important. The types of regression testing (https://keploy.io/blog/community/types-of-regression-testing-in-software-testing) used in a project often depend on the size of the change, the complexity of the system, and the level of risk involved. For smaller updates, teams may focus only on the specific area that was modified. This keeps... types of regression testing used in a project often depend on the size of the change, the complexity of the system, and the level of risk involved.

For smaller updates, teams may focus only on the specific area that was modified. This keeps the process fast and avoids unnecessary effort. When changes affect multiple parts of the system, a broader approach is taken to ensure that related features continue to work as expected.

In cases of major releases or large-scale updates, a more comprehensive round of checks is usually required. This involves revisiting a wider set of scenarios to confirm overall system stability. While this takes more time, it provides greater confidence before deployment.

Some teams also rely on a selective approach, where only high-impact scenarios are executed based on recent changes. This helps balance speed and coverage, especially in environments with frequent releases.

Choosing the right strategy isn’t about following a fixed rule—it’s about adapting to the situation. By understanding and applying different types of regression testing effectively, teams can maintain quality while keeping their development process efficient and flexible.
zz0.d6i3harznnn zz]]> General sakshiinfo https://post.bytes.com/forum/topic/general/5642558-choosing-the-right-types-of-regression-testing-for-your-workflow