Common challenges encountered during the testing phase encompass scope creep, which arises when software requirements shift during testing, potentially causing delays and higher expenses. Time constraints are another issue, as testing can be a lengthy process, necessitating a realistic schedule and early initiation. Additionally, resource constraints, including staffing and equipment, can be a hurdle, emphasizing the importance of ensuring adequate resources for thorough software testing.