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Career Advice in 2025


Yesterday, the tj-actions repository, a popular tool used with Github Actions was compromised (for more background read one of these two articles). Watching the infrastructure and security engineering teams at Carta respond, it highlighted to me just how much LLMs can’t meaningfully replace many essential roles of software professionals. However, I’m also reading Jennifer Palkha’s Recoding America, which makes an important point: decision-makers can remain irrational longer than you can remain solvent. (Or, in this context, remain employed.)

Watching the infrastructure and security engineering teams at Carta respond, it highlighted to me just how much LLMs can’t meaningfully replace many essential roles of software professionals. The technology transition to Foundational models / LLMs as a core product and development tool is causing many senior leaders’ hard-earned playbooks to be invalidated. I also wouldn’t personally try to sit this cycle out unless you’re comfortable with a small risk that reentry is quite difficult: I think it’s more likely that the ecosystem is meaningfully different in five years than that it’s largely unchanged.

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