I am using the stub method of managing additions and deletions from the database but even after adding a day's worth of diagnostic checks to the system I still can't pinpoint the issue, I don't know if Access is interfering somehow and causing my dictionary to get corrupted or what, the whole thing is written in VBA as I tried to cut Access out of the process as much as possible because it has honestly been the bane of my existence through this whole process, I would be happy to provide as much information as I can but I was hoping someone here had some experience with stubs and could give me a few pointers as to how I might be getting unexpected data into the stub creation process, the AI keeps telling me the problem is with the hydration process but diagnostics don't seem to reveal the issue, I am also woefully ignorant of workspaces and the whole DAO library in general and if I'm being honest I wouldn't have gotten this far without the copilot AI.