BIPF (Binary In-Place Format) is a binary JSON-like codec designed for extremely fast, in-place reads without full parsing, using length-delimited fields to allow direct seeking to specific data. It targets performance-critical systems like databases, where filtering and streaming large volumes of records requires minimal overhead and memory allocation