Adaptive growth in ML and Engineering isn’t about adding capacity. It’s about pruning the work that doesn’t earn the team’s time, in an environment where what matters changes faster than your hiring plan. The cut is the growth. The hire is the best because nothing important is going to change.

Harness engineering is being talked about as a new discipline. The term is new. The problem isn't

Across the technology sector, a distinct and persistent chasm has emerged between the act of deploying a machine learning model and the assumption of true production ownership—a phenomenon we will refer to as The Hollow Harness.

It All Begins Here

It All Begins Here