Human in the Loop for Deep Research #ai

A walkthrough of a human-in-the-loop pattern for deep research workflows, where the system pauses execution at key points waiting for user input — such as research initialization and clarification answers — without polling, background schedulers, or fragile state machines. The workflow simply suspends and resumes exactly when conditions are met.