Many Rails teams that we have worked with have a version of the same story: a test suite that grew organically, was never quite prioritized, and now sits somewhere between “unreliable” and “actively avoided.” Maybe tests are slow. Maybe they’re flaky. Maybe coverage gaps makes deployments feel like a roll of the dice. Or a manual battle against a behemoth of a beast. It is likely you have heard engineers gripe about the test’s reliability and may be worried that they are sinking time in the application.
Improving your test suite is one of the highest leverage investments a development team can make even though it’s often deprioritized. While the benefits are not always obvious to those that approve budgets and sign contracts, issues related to the test suite can become a sifon of time, budget and team energy. Optimizing your test suite requires critical knowledge of the application and its business functions that require management and direction from experienced engineers, especially if leveraging AI models.
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