Why dividing labor across planner, coder, and QA agents creates a lossy maintenance nightmare, and how elite teams unlock true multi-agent scaling through concurrent fan-out.
∙ Paid
You’re in a Staff AI Engineer interview at Anthropic and the interviewer asks:
“Your team wants to split your agent into a planner, a coder, and a QA agent, ‘because that’s how real software teams work. Would you ship it?”
Don’t say: “Yes, specialization improves quality, just like a real engineering team.”
That’s the junior answer. It sounds mature. It’s …
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