Why Architecture Is Shifting From Diagrams to Guardrails
May 9, 2026
AI has made rewrites cheaper without making them better. Without requirements written as specifications, tests evolved from production evidence, and architecture encoded as executable constraints, an AI-assisted rewrite is just a faster way to restart the same problems. This post addresses what a well-governed AI-assisted rewrite actually looks like — and whether the feedback loop that sustains it can be made reliable over time.
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The Pipeline Is Not the Problem
May 2, 2026
Most SDLC policies don’t fail because they are poorly designed. They fail because they assume the system will sustain itself. Pipelines stay green, audits pass, and metrics look healthy — while the underlying system quietly degrades. The problem isn’t the pipeline. It’s the gap between what the process enforces and what the culture rewards.
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The Cognitive Load Ceiling: What AI Is Doing to Software Architecture — and Why the Rewrite Is No Longer the Last Resort
Mar 23, 2026
Architectural disciplines like microservices, Clean Architecture, and DDD were all, underneath, attempts to manage one constraint: the cognitive load ceiling of the teams building the system. AI — a lethal weapon, brilliant, fast, and operating without regard for the rules that exist to protect everyone — has disrupted that constraint in three simultaneous ways. Engineering leaders who understand only the productivity gains are about to be surprised by what comes next.
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Designing for Scale Before Scaling: A Practical Reading of Conway's Law
Mar 15, 2026
A structural perspective on scaling fintech systems using Conway's Law. Exploring how organizational structure, branching strategy, and delivery mechanics must align before growth introduces irreversible complexity.
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