git:20260828.f80dcb5 to git:20260901.49e89d6

11 added, 0 removed. Audit A to A.

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name: hiring-and-interviewing
description: Designs and runs hiring โ€” role definition, sourcing, interview loop design, structured evaluation, and the decision itself. Use this to open a role, write a job description or scorecard, design an interview process, prepare interview questions, calibrate a hiring decision, or diagnose why a hiring process produces poor outcomes.
---
# Hiring and interviewing
## Define before sourcing
Write, before posting anything:
- **What this person will accomplish in their first year** โ€” outcomes, not responsibilities.
- **The three or four competencies** that actually predict those outcomes.
- **What is genuinely required** versus what is preferred. Long requirement lists are the most
reliable way to shrink and homogenize a candidate pool, and most of the list is never used in the
decision.
- **The bar**, agreed by everyone on the loop, before the first interview.
Undefined roles produce interview loops where each interviewer evaluates against a private
definition, and the decision goes to whoever argues hardest.
## Design the loop
Each interview assesses different competencies, stated in advance. Overlapping interviews produce
four opinions on the same thing and none on the rest.
- **Structured beats unstructured**, consistently and by a wide margin. Same questions, same order,
same rubric. Unstructured interviews mostly measure similarity to the interviewer.
- **Work samples predict best.** A realistic exercise close to the actual job beats any amount of
discussion about it. Keep it time-boxed and pay for anything substantial.
- **Behavioral questions about the past**, with follow-ups for specifics: what was the situation,
what did *you* do, what happened, what would you change. Hypotheticals measure articulacy.
- Fewer, better interviews. Long loops lose good candidates and add little signal after the fourth
conversation.
## Evaluating
Interviewers write their assessment against the rubric **before** any discussion. Group discussion
first produces convergence on the first confident opinion rather than an aggregation of independent
ones.
Debrief on evidence: what did they say or do that supports this rating? "Culture fit" without
behavioral evidence is where bias enters, and it should be challenged every time it appears.
## Deciding
A yes needs evidence on every required competency, not a strong overall impression. Where evidence
is missing, get it โ€” an extra conversation is cheap compared to a mis-hire.
Ambiguity means no. The cost of a bad hire is far larger and lasts far longer than the cost of a
longer search, and it is borne by the team, not the hiring manager.
+ ## Tooling
+
+ Applicant tracking, roughly by scale: Workable, JazzHR or the hiring module of an all-in-one HRIS
+ at small scale; Greenhouse, Lever or Ashby once structured interviewing and reporting matter;
+ Workday Recruiting or SmartRecruiters at enterprise scale, and similar.
+
+ Sourcing and scheduling: LinkedIn Recruiter, Gem, GoodTime, and similar.
+
+ Put the scorecard in the tracking system rather than beside it. A structured process that lives in
+ a separate document is a structured process that stops being followed in the first busy week.
+
## Never
- Lower the bar because the search has been long. Reopen the role definition instead.
- Let one interviewer's strong view override written independent assessments.
- Skip reference checks on judgment and collaboration, which are exactly what interviews measure
worst.