AI will take your job" is the laziest take in tech right now.

the real threat isn't AI. it's staying a generalist while the market rebuilds every role from scratch.
inference engineers. GTM engineers. multi-agent architects. quant ML devs. these aren't made-up titles. they're the same problems, one layer deeper.
and the part nobody wants to say out loud:
→ syntax is dead.
concepts aren't.
→ the solo founder running 10 AI agents will outship your 50-person team.
→ distribution beats credentials.
it already has.
the basics that actually matter aren't react or python.
linear algebra. transformers. distributed systems. how to talk to a room.
one sharp vertical + clean fundamentals = the only career moat that survives the next wave.