Why Software Developers Are “Token Maxxing” AI—and What It Means for Jobs
Overview
Software developers are using AI at a level that other professions may never match—but what does that mean for the future of software engineering?
In this episode, we look at why coding has become such a massive driver of AI usage, and why the way developers use AI may be fundamentally different from how AI will be used in fields like finance, law, and consulting.
We also examine the growing push by major software companies to shrink engineering teams and rely more heavily on AI. Meta’s attempted cuts to its engineering workforce offer a cautionary example—but the risks may go far beyond employee morale or productivity.
Cutting software teams can also mean losing three things that are difficult, if not impossible, for AI to replace: diversity of experience, domain knowledge, and human discernment.
So while software developers may be “token maxxing” AI today, that doesn't necessarily mean the rest of the working world will follow. And even within software development, there may be hard limits to what AI can actually replace.
What do you think? Is AI going to make software development teams dramatically smaller, or are companies underestimating what they lose when they cut experienced engineers?


