Beyond Chat: Architecting Actionable LLM Interfaces with TypeScript

This architecture transitions LLMs from passive text generators to active agents by utilizing a structured JSON intermediary for API calls. By decoupling the LLM from direct execution, developers can create secure, sandboxed chat interfaces over any programmatic service, from EVM contracts to REST APIs.