Fine-grained access control is no longer a back-end afterthought. It must be built, tested, and verified before code leaves your branch. Shift-left testing moves security to the earliest development stages. In complex systems, where user permissions span resources, roles, and dynamic policies, fine-grained access control ensures precision. Without it, vulnerabilities