Automation testing with Selenium is a crucial component of software development projects, yet it faces challenges with flaky tests—those that produce inconsistent results due to factors beyond changes in the code. Flaky tests undermine the reliability of automated testing by generating random pass/fail outcomes, which can erode trust, waste resources, and delay releases. Common causes of flakiness include unstable testing environments, reliance on unreliable third-party tools, lack of synchronization, poorly written tests, and improper locator strategies. While Selenium itself is deterministic, the surrounding infrastructure and test conditions often contribute to flakiness. To mitigate these issues, testers can stabilize their environments, use cloud-based testing platforms like LambdaTest, implement proper waits, and adopt reliable locator strategies. Identifying and isolating flaky tests, documenting them, and fixing them one at a time can help restore the integrity of the test suite. Although complete elimination of flakiness may not be possible, these strategies can significantly minimize its impact.