The criteria that reviewed the application belong to the same role definition that produced the interview guide. A candidate who advances walks into an interview designed with AI for this specific role, and the evidence trail continues: application review, interview scorecards, and a comparison of candidates on the same scale. Early decisions get more consistent because the whole pipeline asks the same questions of everyone, and that consistency is how Yardstick improves your hiring results.
Yardstick is agent-operable. Your coding agent (Claude Code, Codex) runs the yardstick CLI, or a general assistant connects over MCP, so review state is available where you already work: how many applications came in, which are unreviewed, which are waiting on the hiring manager. Agents prepare and draft; humans approve anything that affects a candidate.
Define the criteria for your open role, and every application that arrives gets read against them, scored with evidence, and queued for a person to decide. Your first 3 Jobs are free.