AI Made Your Easy Work Free. That Made You More Valuable.

In a recent analysis on Dev.to, James Anderson argues that while AI has commoditized the 'easy' 90% of software development—such as boilerplate code and standard UI—it has paradoxically increased the value of experienced engineers. The author contends that the true value of engineering lies in the 'hard 10%': debugging complex edge cases, managing system reliability, and handling production failures at 3am. Because this knowledge is rarely documented and cannot be easily prompted, it remains a scarce resource. Anderson suggests that the current wave of AI-generated app clones often fails because they lack this depth. He advises developers to stop competing on commodity tasks and instead focus on mastering the complex, unglamorous aspects of systems engineering. Ultimately, the author posits that AI has not rendered developers replaceable, but has instead exposed the critical importance of human expertise in maintaining robust, real-world systems.