Field Notes

Agile solved the right problem for a world where implementation was expensive. AI has changed that world. For more than two decades, Agile has been the dominant operating philosophy of software delivery. It was not merely a methodology — in many enterprises it became the language of legitimacy. Teams signaled modernity through sprints, standups, backlogs, and iterative release cycles. To question agile was to invite skepticism about one's grasp of modern development. That cre

Every change decision sits in the tension between dignity, strategy, and technology. Leaders who read all three axes navigate change well. Leaders who ignore one — usually dignity — produce initiatives that are technically sound and humanly inadequate.

Organizations have always been shaped—sometimes quietly, sometimes violently—by the constraints of their era. When capital intensity demanded scale, firms built functional hierarchies. When markets expanded geographically, organizations aligned around regions. When product lines proliferated, divisional business units emerged to restore focus and accountability. When knowledge work and motivation became central, matrix structures and team-based operating models rose to promin

Change fails when it's designed for who we wish people were instead of who they actually are. Human nature — grief, fatigue, skepticism, and the slow path to genuine intention — is a design constraint, not an obstacle to overcome.

Project managers aren't CEOs — they're operators. Thinking like a COO shifts the focus from owning the mission to designing the engine that delivers it with resilience and respect.

When scope drifts quietly, projects lose integrity before anyone raises a flag. Four stress-test lenses help change leaders design work that holds up under real-world pressure.