I Want You Software Developers to Be Unhappy (Keep Reading, It’s Not What You Think It Is)
The AI Engineer is a new job family, and it is the future of this profession. The “software developer” as the role has been defined for fifteen years is going through what farmers went through with the tractor. If you…
Capability is the only durable AI moat. Tooling is rented; capability compounds.
Prioritize capability investment over static tooling comfort.
Organizational inertia manifests as a preference for established workflows, even when novel tooling offers significant improvements in value delivery.
The definition of "developer happiness" must evolve from comfort with existing processes to effectiveness in generating business outcomes through modern practices.
Engineering productivity is now disproportionately driven by the adept integration of AI-assisted tools into the development lifecycle, moving beyond traditional manual craftsmanship.
Effective leadership requires guiding practitioners through paradigm shifts, not merely maintaining the status quo, to cultivate a workforce aligned with emergent capabilities.
Decide whether the organization is cultivating static comfort or dynamic capability.
Capability is the only durable AI moat. Tooling is rented; capability compounds.
Prioritize capability investment over static tooling comfort.
Organizational inertia manifests as a preference for established workflows, even when novel tooling offers significant improvements in value delivery.
The definition of "developer happiness" must evolve from comfort with existing processes to effectiveness in generating business outcomes through modern practices.
Engineering productivity is now disproportionately driven by the adept integration of AI-assisted tools into the development lifecycle, moving beyond traditional manual craftsmanship.
Effective leadership requires guiding practitioners through paradigm shifts, not merely maintaining the status quo, to cultivate a workforce aligned with emergent capabilities.
Decide whether the organization is cultivating static comfort or dynamic capability.
After 20 years in software development, Norman is both a hands-on leader and defining the new age of AI SDLC for some of the biggest brands in the world — and exploring it with the builders. He writes here about things he is hearing and seeing. All posts are his personal points of view and do not reflect any employer or any customer he has ever had contact with.
The views and opinions expressed in this article are the author’s own and do not represent the positions of any employer, client, or affiliated organization.
