Rethink Your Understanding

In this episode, the AI hosts explore my short three-part series on the shift from delivery speed to meaningful business outcomes . They examine why producing more software does not automatically create more value, how...

In this episode, the AI hosts explore my article on why AI graph engineering may feel more familiar than new. They connect it to value stream mapping and established software delivery systems, where work, dependencies...

In this episode, the AI hosts explore my article on how artificial intelligence is changing the role of management without eliminating the need for strong leadership. They examine the difference between task...

As AI generates more of the software we build, the value of intellectual property is shifting beyond the code itself. In this episode, the AI hosts explore my article on why competitive advantage increasingly comes from...

AI can write code, but it cannot sign an IP agreement . In this episode, the AI hosts explore my article on how AI-generated software introduces new ownership, copyright, and governance risks, and what engineering...

In this episode, the AI hosts explore my article, which argues that a flat organization is not defined by fewer managers , but by where authority and decision-making reside. The conversation examines a model where...

AI can make teams faster, leaner, and more capable, but it does not make judgment, ownership, and accountability disappear. In this episode, the AI host explores my recent article on the leadership risk of mistaking...

In this episode, the AI hosts discuss my post on how AI is becoming an operating model test for modern organizations. AI is producing more code, more activity, and more visible output, but that does not automatically...

This episode explores a needed shift in how software teams define when work is actually complete. Traditionally, “the definition of done” has meant that a feature was coded, tested, and released to production . The AI...

Today’s conversation explores why enterprise AI adoption should be treated as a system-wide transformation rather than simply a tool for faster coding. The AI host discusses how AI acts as a multiplier, strengthening...

In this episode, the AI hosts explore why the agentic era is shaping up to be more than another AI feature wave. As software begins to act on behalf of users , engineering and product leaders may need to rethink the...

In this episode, the AI hosts unpack my recent career reflection article , Staying Was the Hard Move, and the counterintuitive truth that long tenure doesn’t have to mean stagnation. They explore what it actually takes...

I keep seeing “ Agile is dead ” headlines, now repackaged for the AI era. My take: AI isn’t killing Agile. AI is illuminating constraints that were already in the value stream. AI can do market research, write...

AI is now table stakes in software engineering hiring, but it is also warping the signals we used to trust. In this episode, the AI hosts cover my article about a growing pattern I call “AI-fluent, fundamentally lost”...

In this episode, we unpack a new challenge in software hiring: AI is boosting productivity while also creating an illusion of mastery . Candidates can generate impressive AI-assisted code, yet struggle when the...