Hiring, onboarding and team management
Hiring scorecards
Hiring scorecards and job design
- How to Write a Role Scorecard Before You Hire
- How to Compare Two Candidates Without Fooling Yourself
- How to Design an Interview Debrief That Can Say No
- How to Use an LLM to Draft Interview Questions from a Scorecard
- How to Write a Hiring Agent Scorecard That Leaves an Audit Trail
- How to Write a Rubric That Scores Behavior, Not Attributes
Candidate screening
Candidate screening and evaluation
- When to Replace a Scorecard with an Agent That Screens Resumes
- How to Build a Blind Scoring Sheet a Non-Engineer Can Fill In
- How to Build a Gold Set of Resumes Before Agent Screening
- How to Build a Rescoring Queue for Disagreements
- How to Score a Candidate's Work Sample with a Model
- How to Score a Work Sample with a Model Without Fooling Yourself
- How to Write a Candidate Record an Agent Can Read
- When to Replace a Screening Rule with a Model Judgment
Onboarding
Onboarding and first 30 days
- How to Onboard Your First Hire in 30 Days
- When to Give a New Hire an AI Agent to Run a Task
- How to Draft a First-Week Checklist with a Model
- How to Set a Probation Review That Uses Evidence, Not Impressions
- How to Write a 30-60-90 Day Plan That Survives the Job
- How to Write the Onboarding Checklist That Matches the Scorecard
Manager load
Manager load and team health
Hiring fairness
Hiring decision fairness and audits
- How to Audit a Hiring Agent for Bias Without a Data Team
- How to Blind a Scoring Sheet So Labels Do Not Leak In
- How to Test Whether a Resume Screener Ignores the School Name
- How to Brief a Second Scorer Without Showing It the Labels
- How to Separate the Label from the Outcome in a Screening Agent
- How to Size a Bias Audit Sample Without a Statistician
- What to Log When a Screening Agent Rejects a Candidate
- What Your Data Policy Must Say Before an Agent Reads Resumes
Contractors and advisors
Contractors and advisors
- When to Hire Your First Employee
- Building an AI Reviewer That Asks Your Advisors' Questions
- How to Build an Advisor Bench for a One-Person Company
- How to Build an AI Reviewer That Asks Your Advisors' Questions
- How to Score Advisor Feedback for Specificity Before Acting on It
- How to Write a Deliverables List a Non-Engineer Can Use
- The True Cost of a Contractor vs an Employee
- When to Hire an AI Contractor vs a Full-Time Engineer
- All of Contractors and advisors