Before collecting
Record the context you can confirm
Open the game's build information and add that label to your dataset. If you cannot confirm it, leave the optional field blank instead of guessing.
After an update
Treat old observations as historical
When your environment changes, collect a fresh complete week. Do not assume an older traffic shape still describes the current save.