Are we hiring developers who can build, or developers who can prompt?
An interviewer reflects on hiring fresh graduates in the AI era and questions whether impressive resumes are hiding a lack of deep technical understanding.

Stock photo for illustration only, not from the actual event
- An interviewer recently noticed a striking pattern while interviewing fresh graduates
- Projects listed on candidate resumes looked exceptionally impressive at first glance
- Candidates struggled to explain their own projects when discussed in depth
- Hiring managers must rethink how developer skills are evaluated in the age of AI
During a recent round of interviews with fresh graduates, a distinct and interesting pattern emerged regarding their technical backgrounds.
The software projects showcased on their resumes looked remarkably impressive:
- Applications featured advanced features and polished interfaces
- Portfolios reflected rapid development capabilities
However, when the discussions shifted toward the technical implementation and architecture of those projects, a different picture painted itself.
While artificial intelligence has significantly lowered the barrier to entry for building software, it creates a dilemma for recruiters. Distinguishing between genuine architectural comprehension and prompt-engineering proficiency has now become one of the most critical challenges in technical hiring.
AI has undoubtedly lowered the barrier to building software, which is a great advancement for productivity and accessibility.
Yet, a crucial question remains: are we fundamentally changing how we evaluate developers?
Perhaps relying on a standard project demo is no longer sufficient to gauge a candidate's true capabilities.

Stock photo for illustration only, not from the actual event
It is certainly curious to hear perspectives from hiring managers and fellow developers on this matter: how are you evaluating fresh graduates in the AI era?
Source: Dev.to
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