Topic analysis

Agents need control flow, not more prompts

The article argues that building reliable AI agents for complex tasks requires deterministic control flow implemented in software, rather than relying on elaborate prompt chains. It emphasizes that prompts are non-deterministic and difficult to verify, while code provides predictable behavior and enables local reasoning. The author advocates for treating LLMs as components within a system that includes explicit state transitions, validation checkpoints, and aggressive error detection.