Anthropic's Claude Code Lead: Engineers Should Build Agent Graphs, Not Code

JeremyCMorgan · x · 2026-08-03

Boris Cherny, Head of Claude Code, suggests a paradigm shift: engineers should stop writing code manually and instead build agent graphs that write, verify, and improve themselves.

In a recent 30-minute breakdown, Cherny detailed how engineers at Anthropic construct these graphs to autonomously catch bugs and ship code. He also highlighted the missing piece most developers overlook: effectively wiring individual agents into a cohesive graph that runs and improves without human intervention.

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