2 min lesson
Propose one improvement - before / after
Talk this through in your own words: "You've cleaned a messy pipeline and want to propose one process change. What makes a proposal land in this exercise?" Finish with the next move.
Step 1 of 2
Propose one improvement - before / after
Scorecards trickle in days after interviews; HMs ping you to chase each one.
Debrief gets scheduled only once the last scorecard lands.
Median time from final interview to decision: ~5 days.
Scorecard reminder fires automatically 1 hour post-interview; a daily digest flags any still missing at 24h.
Debrief is pre-booked when the loop is built, not after feedback lands.
Target: final interview to decision under 2 days.
Don't declare victory on a hunch. Check two things over the next handful of loops: did median time-to-decision actually drop and did scorecard completion-at-24h go up without interviewers complaining the reminders are noise. Watch for the side effect - an over-eager reminder that pings someone who already submitted. Confirm the automation respects “already done” before you scale it past one team.
- Trustworthy data for HMs
- A clean pipeline means the HM's shortlist view is real, so debriefs run on facts instead of “wait, where is this person?”
- Faster loops
- Cursor runs ~2-week loops; every day shaved off feedback-to-decision is a day the candidate isn't drifting to a competing offer.
- Less interviewer friction
- Automated nudges beat you personally chasing busy engineers, which protects the relationship you need for the next loop.
Show judgment about scope. The trap is proposing a giant ATS overhaul; the signal is picking the one change with the highest friction-removed-per-effort and saying why you'd leave the rest alone for now. “I'd ship the scorecard reminder first because it's one config change that fixes the slowest part of our loop. A full kit redesign can wait until we've felt the gain.” That restraint is the initiative-plus-judgment the role is built on.