Tech companies will resemble hedge funds: tiny teams with AI agent leverage
brucemacv · x · 2026-09-10
@jwmares argues a new class of tech companies will resemble hedge funds: tiny teams, high leverage via AI agents, with revenue/profit per employee through the roof.
The core idea: a small number of exceptional humans will allocate capital, set objectives, manage risk and make the highest-leverage decisions, while software does most of the execution. Software gave companies distribution leverage; AI is giving them labor leverage. Instead of adding headcount and org layers as a company grows, more output can now come from buying compute and deploying agents.
Examples cited: Lovable hit $100M ARR 8 months post-launch with 45 employees; Cursor passed $500M ARR in 2025; Shopify went as far as telling teams to justify hiring over AI.
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