pylitestream ( a python library) is an O(1) memory-bounded streaming engine that prevents Out-Of-Memory (OOM) crashes on edge devices. By vaporizing data chunks post-execution and using backward buffer-scanning, it processes terabytes of CSVs, live APIs, and video directly on Android smartphones without ever overloading physical RAM.