When using PestPHP in Bitbucket pipelines, the "Option '--coverage' is ambiguous" error can be resolved with the help of this guide. It describes how to optimize Docker setups for smooth integration, enable plugins with Composer, and modify configurations. These methods guarantee consistent test results and increase pipeline reliability.