Standd转发了
Looking at where we're headed with #AI coding tools, I see a fundamental shift coming in software engineering: The next generation of successful engineers won't be the ones who write the most code. They'll be the ones who can read and evaluate the most code effectively. As models get better at generating basic implementations, the bottleneck shifts from production to evaluation. Can you quickly spot when a solution is heading in the wrong direction? Can you identify subtle issues that compile but will cause problems later? This creates an interesting challenge for teams. We've built our entire hiring and promotion systems around producing code. But that skill is becoming commoditized. Most companies haven't recognized this shift yet. They're still hiring for implementation skills when they should be testing for code reading and judgment skills. For engineers building their careers now: invest in your ability to quickly understand code you didn't write. Practice reading unfamiliar codebases. Get good at rapidly evaluating solutions for hidden problems. The future belongs to engineers who can see clearly, not just type quickly.