06-08-2026IMPACT COUNCIL

AI isn’t an exit strategy for hiring entry-level coders

Focus on business understanding grounded in technology, not on technology first.

[Photo: Getty Images]

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Vibe coding has become one of the first examples we’ve seen of generative AI transforming an established industry. It’s received a lot of attention for how it can help companies accelerate into the future, but that’s only an accurate description when the appropriate guardrails are put in place and when it’s embraced hand-in-hand with human developers.  

That part sometimes gets lost in translation, especially regarding junior developers, who find themselves at risk of being unjustifiably undervalued and marginalized in favor of AI.

EMBRACING “WHY” INSTEAD OF “HOW” 

With AI’s emergence, we have lifted the burden of understanding “how” and raised the bar to understanding “why,” which is a reality to which young developers and businesses training them must adapt. It used to be that we valued IT workers because they knew how to write code in a specific framework, a specific location, cloud, data center, or edge. That has all become commoditized, because AI agents can do all that. We will always have a need for understanding “why,” though: Why do I need to write that application? 

Verifying AI-generated code is necessary. It’s a task companies tend to put in the trusted hands of their senior developers, oftentimes keeping juniors out of the........

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