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Hiring strategies, product updates, and engineering insights.

Four startup colleagues discuss work decisions on a San Francisco rooftop.

September 8, 2026 13 min read

How to Design AI-Assisted Roles With Real Responsibility

Define AI-assisted roles around real decisions, useful contributions, and honest expectations. A practical guide to job design before your next hire.

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A hiring manager mid-sentence at the wall of a small daylit meeting room, pointing a marker at a printed week grid where one row is highlighted in yellow, three colleagues of different ages watching from the table

Hiring Strategy

August 21, 2026 15 min read

Interviewer Capacity Planning: The Hidden Hiring Ceiling

A technical hire costs ~21 interviewer-hours under 25 people and ~29 by 300. Interviewer capacity planning is how scale-ups stop the bench capping hiring.

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Three startup colleagues on a golden-hour San Francisco rooftop deck sorting handwritten index cards into two hand-marked columns on butcher paper, PERSON on the left and AGENT on the right, beside a closed laptop and a printed one-page job requisition

Hiring Strategy

July 30, 2026 13 min read

Your Hiring Req Is Now a Capacity-Planning Decision

Atlassian created a Director of Capacity Planning for humans and AI agents. Here are the 5 questions your hiring req should answer before it opens.

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