The Hallway Track
Engineering Insights

Why Cheap Energy Always Creates Its Own Demand

No Priors · Jul 20, 2026 · Engineering Insights

AI should automate low-leverage engineering tasks to free experts for deep work

“we're figuring out ways to automate the low leverage use of their time so that those key moments where it's like their deep insight is essential, they can do that more.”

Speakers on No Priors argue that skilled engineers waste disproportionate time on low-value tasks like fixing CI pipelines, writing docs, and attending large meetings. AI automation of these tasks is framed as a productivity unlock that lets engineers apply their expertise where it actually matters. The insight is broadly held in the industry but lacks a specific announcement or new data point.

developer-productivity ai-automation engineering-workflow

Watch / read the original source →