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Quoting Addy Osmani, Morgan Westlee Lunt, and Qing Wang

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We think "did a human read the code?" is an imprecise proxy for "what could go wrong with this change, and which check—automated or human—is the right one to catch it?" Asking that question also changed when review happens. Before, review was a gate at the end of the road: write the code, open a PR, wait for your colleague. Now, review runs continuously, more like spellcheck while you write. Most changes have been reviewed and fixed by Claude at least once before a human is asked to look. This catches most routine mistakes, and saves team attention for higher-level questions and scrutiny. — Addy Osmani, Morgan Westlee Lunt, and Qing Wang, How the Claude Code team does code review Tags: anthropic, claude, ai, claude-code, llms, addy-osmani, coding-agents, generative-ai, agentic-engin…

Quoting Addy Osmani, Morgan Westlee Lunt, and Qing Wang
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A quote from Addy Osmani, Morgan Westlee Lunt, and Qing Wang

Simon Willison’s Weblog

Newsletter

16th October 2026

We think "did a human read the code?" is an imprecise proxy for "what could go wrong with this change, and which check—automated or human—is the right one to catch it?"

Asking that question also changed when review happens. Before, review was a gate at the end of the road: write the code, open a PR, wait for your colleague.

Now, review runs continuously, more like spellcheck while you write. Most changes have been reviewed and fixed by Claude at least once before a human is asked to look. This catches most routine mistakes, and saves team attention for higher-level questions and scrutiny.

— Addy Osmani, Morgan Westlee Lunt, and Qing Wang, How the Claude Code team does code review

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This is a quotation collected by Simon Willison, posted on 16th October 2026.

code-review 20

ai 2,285

generative-ai 2,027

llms 1,993

anthropic 350

claude 319

addy-osmani 8

coding-agents 259

claude-code 131

agentic-engineering 67

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Key points

  • AI generation is temporarily unavailable; this entry was preserved with deterministic fallback metadata.
  • We think "did a human read the code?" is an imprecise proxy for "what could go wrong with this chan…

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