How to maintain quality and velocity when AI assistants become part of your development workflow
Why development fundamentals become critical when AI assistants join your workflow – and how to avoid common integration pitfalls.
Empowering Growth Through Education, Coaching & Development | Agile Coaching services
Browsing Tag

Why development fundamentals become critical when AI assistants join your workflow – and how to avoid common integration pitfalls.

Technical improvements fail when teams don’t perceive productivity gains. Great teams align actual productivity with perception of productivity through disciplined practices.

Este articlulo es una mirada al aprendizaje de trabajar un mes codificando con AI.

When observing AI productivity claims, we need to be able to judge the objectivity and skin in the game of our sources.

Integrating Shortest Processing Time, Priority Inheritance, and Unplanned Work Management creates systematic high-performance development teams that deliver predictably.

Unplanned work consumes 30-50% of development capacity. Separate capacity allocation and systematic management restore predictable sprint delivery.

Priority Inversion silently kills team productivity when low-priority tasks block high-value features. Priority Inheritance protocols restore systematic value delivery.

Manufacturing’s Shortest Processing Time strategy adapted for failing sprints: prioritise quick wins within your sprint’s qualitative goal framework.

When you measure the right things, you unlock incredible potential. Let me share some real numbers from companies I’ve coached, demonstrating the tangible return on investment from a smarter approach to software productivity measurement:

“Same issues, different sprint.” Does that resonate with your team? Your retrospectives dutifully identify problems, action items are meticulously recorded, and then… nothing fundamentally changes. The real issue often isn’…