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Comment by ehnto

4 hours ago

I agree. I think the rapid learning generalist has a real advantage right now, but that kind of advantage cannot be leveraged by big companies structured to utilise specialists. I think that's why individual contributors in big teams aren't seeing massive benefits from AI where a small team or solo developer may be seeing greater leverage.

If you are a strong generalist with an entrepreneurial spirit, I think I would be aiming at getting hired by a small company where you can provide a buttload of value or looking at starting something where you have domain experience outside of software.

> I think that's why individual contributors in big teams aren't seeing massive benefits from AI where a small team or solo developer may be seeing greater leverage.

This rings true. It is the best time ever for small teams. A big team is potentially several smaller teams, so this can be a force multiplier for them too.

Another force multiplier for reorganizing larger teams, be willing to consider smaller teams starting with single contributors.

What this is the worst time for: slow adaptation.

Generalists are more competent by definition, but large companies don’t need broad competence, they just need a cog.