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Goldman replaced juniors with Devin. Here's what really happened.

Cognition AI (the company behind Devin) just hit a 25 billion dollar valuation. Doubled in 7 months. And quietly went live at Goldman Sachs, Infosys, and half the Fortune 100.

What the pitch deck said:

↳ 'One senior engineer = a 5-person team'
↳ Devin handles tickets autonomously, end-to-end
↳ Junior engineers get redeployed to higher-leverage work

What actually happened:

↳ Team headcount is still 5 — one human plus four Devin instances
↳ Devin still hallucinates infrastructure, mis-names cloud resources, forgets prior fixes, occasionally commits secrets to public repos
↳ Juniors didn't get redeployed. They became Devin reviewers with less authority and less salary
↳ The new entry-level title in 2026 isn't Software Engineer I. It's AI Editor.

The team of one is one human plus four agents. The headcount math just got smaller. The career ladder just got shorter.

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#shorts #tech #ai #devin #cognition #aiagents #softwareengineer #cscareer #goldmansachs #faang #2026 #aiengineering #cursor #claudeai #aiautomation

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