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Kenneth Bulaonleft a comment
Hey Product Hunt 👋 I built APADCode after realizing something uncomfortable: first-round technical hiring is breaking. Companies are flooded with applicants. Candidates now use AI tools to pass static coding tests. And most platforms only measure final output — not how someone thinks. But real engineering interviews aren’t about just getting the right answer. They’re about reasoning,...

APADCode, IncStop Testing Code -> Start Testing Thinking
Kenneth Bulaonstarted a discussion
How are teams maintaining signal quality in first-round technical screening?
With the rapid rise of AI coding assistants, candidates can now solve traditional coding assessments more easily — sometimes with significant external help. This raises a bigger question for hiring teams: If static coding tests primarily evaluate final output, are they still providing reliable signal in the first round? We’re seeing growing tension between: Scaling early-stage technical...
