abstract interpretation

Abstract interpretation is a method used in computer science to analyze and understand complex programs without running them fully. It works by creating a simplified, "abstract" version of the program's possible behaviors—like a high-level sketch—that captures the essential features while ignoring unnecessary details. This allows developers to automatically detect potential issues, such as bugs or security vulnerabilities, early in the development process. Think of it as using a map that highlights key landmarks instead of every tree and building, helping you navigate and identify problems more efficiently and safely.