Automated Static Analysis (Slither)
Static analyzers parse Solidity into Abstract Syntax Trees (AST) and Control Flow Graphs (CFG) to detect known anti-patterns: uninitialized storage pointers, shadowed variables, unprotected initializers, and re-entrancy risks in seconds.
Formal Verification (Certora / Halmos)
Formal verification translates smart contract bytecode into mathematical equations (SMT solver formulas). It mathematically proves that a contract satisfies formal specifications for ALL possible inputs and states, eliminating entire classes of logic bugs.