Goldman Sachs ran the numbers, and they sucking fuck: 300 million jobs lost to AI by 2030. Mostly entry-level roles like manual QA, L1 support, and junior devs.

The part AI can't touch is judgment. Your boy Claude might suggest the perfect cloud setup, but he can't decide what your business can afford to risk, or take the call when the system falls over at 2am. That's all you (hope you like 2am calls).

Vincent de Vos, founder of the Agenta Group, walks through what that looks like in practice to redesign you job around AI. Pick the process that fucks up your week, ask what happens if AI runs every step of it, then build from there.

What we get into:

• Cloud architecture — the trade-offs behind Notion's jump from one server to millions of users overnight

• AI strategy — turning "using AI" into how the whole company runs

• Cybersecurity — the calls a compliance checklist will never make for you

• Machine learning — deciding what gets automated and what doesn't

• Senior engineering — the decisions that outlive the code

Don't be the shelf AI clears next.