1. Four Engineers Absorbing the Work of Twelve: Inside an AI-Augmented SaaS Company's Workforce Compression
At a mid-size SaaS company, four engineers are now handling the workload that previously required twelve, with AI agents absorbing the remainder. Over approximately six months, the organization progressively deployed AI systems for code review, testing, and basic feature generation. The rollout began with assurances th...