Repo-Aware Planning Pipeline for Product and Engineering Teams
Product and engineering teams create useful context all day in meetings, Discord conversations, planning docs, repositories, and GitHub issues. The expensive part is turning that scattered context into clear tickets, dependencies, decisions, and backlog updates without losing nuance. Shepherd packages that workflow as a production AI pipeline: capture the real inputs, reason over the project context, draft structured outputs, and keep a human approval step before anything changes in the system of record.