Are More Layoffs Coming? Early Warning Signs of Organizational Restructuring

The article identifies eight early warning signs that layoffs are imminent, including missed revenue targets, hiring/spend freezes, poor unit economics, and changes in management behavior. It provides a cost-cutting hierarchy prioritizing tool optimization and non-headcount waste before personnel reductions, and contextualizes layoff trends against historical 2020-2025 tech industry data showing elevated but declining layoff activity.