Articles

Notes on software engineering, leadership, and the craft of building things that work.

Explored through a single lens: engineering rigour as a form of responsibility.

Filtered by:Leadership
Clear filter
Leadership||8 min read

Rigour is Velocity: The New Engineering Mandate

Why AI scales ambiguity, why Scrum's feedback loops are failing, and how 'Intent Fidelity' becomes the only metric that matters.

Read full article →
Figure 0: The Relationship Between Rigour and Velocity
Graph comparing Low Rigour vs. Rigour-First development velocity over timeThe Low Rigour approach shows rapid initial gains (Peak Debt) followed by a decline in net value delivered as rework and risk accumulate. The Rigour-First approach starts slower but maintains a steady, upward trajectory of value delivery over the project duration.Low RigourPeak DebtRigour-FirstProject DurationNet Value Delivered
The Relationship Between Rigour and Velocity
Leadership||6 min read

The Senior Janitor: Escaping the AI Code Review Trap

Why AI is turning senior engineers into janitors, and how architectural rigour is the only way to regain control.

Read full article →
Figure 0: THE RIGOUR LOOP: CONSTRAINT-DRIVEN DESIGN
1. HUMAN INTENTDefine Types & Schemas2. AI IMPLEMENTATIONGenerate within Bounds3. VERIFICATIONConstraints Met?4. HUMAN JUDGMENTArchitectural Audit"The Human defines the Shape; the AI fills the Logic."
The Rigour Loop: Constraint-Driven Design