Code-as-Action

Code-as-Action (CodeAct) is an agent architecture paradigm that models tool invocation and control flow as executable Python code executed within a sandboxed REPL. Compared to traditional JSON tool calling, it natively supports loops, branching, in-memory variable passing, and self-debugging.