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2 articles

The Wrong Unit

The "10x engineer" may be a real phenomenon, in that some people really do vastly outperform their peers along certain metrics, but "10x output" is the wrong thing to optimize for: you want to find the people who create exponential output for the whole team. AI makes this kind of optimization urgent, because these people not only help their team members, but curtail the worst aspects of AI aid, too.

By dreamreal|
aipsychology

Trust is Not An Opinion

Most teams don't trust their code - they trust the people who wrote it, or the streak of days without incident. That's not the same thing, and the difference is becoming harder to ignore. Trust in a system isn't social capital or accumulated momentum: it's demonstrated, repeatedly and verifiably, by the system itself. If you have to read the code to know it works, you don't know it works.

By dreamreal|
architecturepsychologytestingtrust