In this series, we examine what happens after the proof of concept and how AI becomes part of the software delivery pipeline. As AI transitions from proof of concept to production, teams are ...

The code can improve itself, but humans will still be responsible for understanding why something changed and whether it should have changed at all.

Senior software engineer and cloud architect with extensive experience designing secure, large-scale distributed systems.

Background: Health information systems (HIS) are critical for digital health transformation, yet fragmentation and poor interoperability adoption remains a major challenge. Objectives: This study ...

🔍 ADP Applies to Itself: This project uses its own architectural discipline tools for self-governance. See ARCHITECTURAL_HEALTH.md for our current metrics and improvement plan. The Architectural ...

Abstract: The architecture of software systems evolves along with their upgrades and maintenance, inevitably creating a gap between the defact architecture and the designed one. To perceive and fix ...

Most embedded architects think of AI as a coding shortcut. But the real power isn’t in cranking out boilerplate code, it’s in transforming how we design systems. Imagine capturing key decisions in ...

Abstract: Microservices architecture offers theoretical benefits for software maintainability, yet empirical validation of design patterns’ effectiveness for enhancing modifiability remains limited, ...

When I was learning programming, there was Gang of Four. The book promised to teach software design, and it did to an extent with the case study provided. However, the patterns it described were ...

What does it take to design a software system that doesn’t crumble under the weight of its own complexity? For many developers, the challenge of architecting large-scale software projects lies in ...

In today's lightning-fast software landscape, traditional architecture practices are becoming a bottleneck. The velocity and complexity of systems scaling across ephemeral microservices, complex APIs ...