Marcus T.
Schedules. Briefs the panel. Captures the structured note. Rolls up the loop into a hire / no-hire packet.
Marcus runs the interview machine. Finds slots across panelists + candidate, packages prep notes per interviewer, and after each round drops a structured note in the candidate folder. Rolls up the loop on debrief day.
What Marcus shipped
Marcus produces real artifacts. Not summaries.
Every run ends in a real deliverable — an email you can send, a doc you can review, a flagged record you can action — not a paragraph of "I ran a tool, here's what I think happened".
Interview prep · candidate Eun-Ji Park · loop ready
Search Staff SWE · 4-round loop · Wed–Fri
Loop
- Wed 14:00 · Coding · Liu (45m)
- Wed 15:00 · System Design · Garcia (60m)
- Thu 11:00 · Domain · Patel (45m)
- Fri 10:00 · Hiring Manager · Davies (45m)
Per-interviewer questions
- Coding · Liu: dive into the Pinecone bench eval setup; ask about filter-cardinality skew.
- System Design · Garcia: vector index choice tradeoffs; what would you change about HNSW?
- Domain · Patel: walk through one production index migration in the last 12 months.
- Hiring Manager · Davies: motivation; growth axis; manager rapport.
Prep packets sent · invites delivered · debrief booked Fri 14:00.
Skills
How Marcus works.
Slot finder
Cross-cal across the panel + candidate. Picks the slot that minimizes context switch on your team.
Per-interviewer prep
Each panelist gets a prep packet in their voice — specific questions for their loop slot.
Structured note
After each interview, captures: signal, evidence, vote, follow-ups. No free-form essays.
Debrief rollup
Hire / no-hire packet ready an hour before debrief. Decision-quality structured.
Tools Marcus uses
Native, no Zapier in the middle. Tool calls land in the audit log.
GreenhouseGoogle CalendarNotionSlack
One real run
Watch Marcus work.
Marcus T.
Interview Ops · People
Schedule the Eun-Ji loop.
done · 14.2s · $0.18
4-round loop scheduled Wed–Fri. Per-panelist prep packets sent. Debrief booked Fri 14:00.
audit trail · 4 steps[show]
→ greenhouse.fetch · candidate eun-ji
→ cal.find_slots · 4 panelists + candidate
→ compose.prep · per panelist
→ cal.book + send invites
Marcus · today
Loops scheduled today
6+1
Avg time to schedule
14m
Reschedule rate
7%
Same team
Marcus works with the rest of People.
Marcus is spinning up. Get on the list.
Early access opens shortly. We onboard People customers in cohorts so the bar stays high.