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> [Introduced](https://gitlab.com/gitlab-org/gitlab/-/issues/198550) in GitLab 13.1.
For applications that use RSpec for running tests, we've introduced the `Verify/Failfast`
[template to run subsets of your test suite](https://gitlab.com/gitlab-org/gitlab/-/tree/master/lib/gitlab/ci/templates/Verify/FailFast.gitlab-ci.yml),
based on the changes in your merge request.
The template uses the [test_file_finder (`tff`) gem](https://gitlab.com/gitlab-org/ci-cd/test_file_finder/)
that accepts a list of files as input, and returns a list of spec (test) files
that it believes to be relevant to the input files.
`tff` is designed for Ruby on Rails projects, so the `Verify/FailFast` template is
configured to run when changes to Ruby files are detected. By default, it runs in
the [`.pre` stage](../../../ci/yaml/README.md#pre-and-post) of a GitLab CI/CD pipeline,
before all other stages.
## Example use case
Fail fast testing is useful when adding new functionality to a project and adding
new automated tests.
Your project could have hundreds of thousands of tests that take a long time to complete.
You may be confident that a new test will pass, but you have to wait for all the tests
to complete to verify it. This could take an hour or more, even when using parallelization.
Fail fast testing gives you a faster feedback loop from the pipeline. It lets you
know quickly that the new tests are passing and the new functionality did not break
other tests.
## Requirements
This template requires:
- A project built in Rails that uses RSpec for testing.
- A Docker image with Ruby available. The template uses `image: ruby:2.6` by default, but you [can override](../../../ci/yaml/includes.md#overriding-external-template-values) this.