Engineering Leadership

Engineering leadership is the work of deciding where a team's capacity goes: which platform investments to fund, which tools to roll out, and which problems to leave alone. These posts cover decisions made running a global productivity engineering organization, including a 400+ developer AI coding assistant rollout, and how to connect engineering effort to outcomes the business already tracks.

AI Coding Assistants in the Enterprise: Promise and Pitfalls from Real-World Implementation

20 Jun 2025 3 min read AI in Engineering

In a comprehensive new study published in January 2025, where I was also one of the researchers, some valuable insights rose from deploying an AI coding assistant across the engineering organization of 400+

Productivity Engineering: Driving Efficiency, Quality, and Growth

22 Feb 2025 6 min read Engineering Leadership

In today's fast-paced software development landscape, Productivity Engineering is a crucial discipline that ensures development teams can deliver high-quality software efficiently. Organizations that invest in Productivity Engineering gain a