Unlocking the Codex harness: how we built the App Server

The article explains how to implement the Codex App Server, which provides a bidirectional JSON-RPC API for embedding Codex agents. The server enables streaming progress updates, tool usage, approval workflows, and diff functionality for AI agent integration.