The Singularity and the Forgotten Support Stage

The Singularity and the Forgotten Support Stage

As artificial intelligence systems move toward greater autonomy, the critical question is not only what they can do, but how they will be supported, governed, and ultimately retired. Drawing on the INCOSE Systems Engineering Handbook v5, this article examines the often-overlooked Support and Retirement stages and provides a practical checklist to help systems engineers assess life-cycle readiness before complexity outpaces sustainment.
Readers can also download a free Support and Disposal Readiness Checklist to assess whether support and disposal considerations were intentionally incorporated into system design.

Servers in Space and Architectural Alternatives

Servers in Space and Architectural Alternatives

When headlines talk about putting servers in space, Systems Engineers should hear something else entirely: architecture trade space. This article revisits a timeless INCOSE principle, the disciplined comparison of fundamentally different architectures, using terrestrial and space-based computing as a modern case study.
Readers can also download a free Architecture Alternatives Comparison Worksheet to support early architecture decisions before assumptions harden into designs.

A Tribute to Scott Adams

A Tribute to Scott Adams

Scott Adams, the creator of the satirical comic strip Dilbert, died on Tuesday, January 13, 2026, at the age of 68. Marking the end of a career that left a lasting imprint on how engineers and technologists understand organizational dysfunction. For much of my professional career, Adams occupied a unique and, frankly, useful place in the engineering world. Through Dilbert, he became a satirist of corporate dysfunction, an informal organizational theorist, and a cultural translator between engineers and executives. His work gave voice to frustrations that many technical professionals experienced daily but struggled to articulate within hierarchical organizations

What Boeing’s Woes Can Teach Us About Systems Engineering Risk Practices

What Boeing’s Woes Can Teach Us About Systems Engineering Risk Practices

Boeing’s recent safety issues highlight how small, accepted risks can accumulate into enterprise-level failure. This article explores what Boeing’s experience teaches systems engineers about risk aggregation, tolerance, culture, and governance—and why disciplined, integrated risk management is essential in complex systems.

Failure and the Importance of Lessons Learned

Failure and the Importance of Lessons Learned

As a society we tend to stigmatize and ostracize failure. But why? It is an essential step to success! We are so focused on winning that we forget the process includes failures as well. It is one of the most important lessons from our “Lessons Learned.”