# Experiments with AI Code Review

DevFeed: [Experiments with AI Code Review](<https://devfeed.tech/articles/experiments-with-ai-code-review-20466.md>)

Original publisher: [Read original article](<https://eng.wealthfront.com/2026/08/03/experiments-with-ai-code-review/>)

Author: Austin McKee

Published: 2026-08-03T23:34:10Z

Content type: article

Language: en

Sources: [Wealthfront](<https://devfeed.tech/sources/wealthfront.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Code review](<https://devfeed.tech/topics/code-review.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [engineering-culture](<https://devfeed.tech/topics/engineering-culture.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-code-review](<https://devfeed.tech/tags/ai-code-review.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [google](<https://devfeed.tech/tags/google.md>), [llm](<https://devfeed.tech/tags/llm.md>), [openai](<https://devfeed.tech/tags/openai.md>), [wealthfront-engineering](<https://devfeed.tech/tags/wealthfront-engineering.md>)

## AI overview

Wealthfront describes a multi-year experiment using AI to augment code review. The article explains how an LLM caught a missed SQL filter that had passed automated testing and human code review, and why Wealthfront chose to build a structured review harness using models from Anthropic, OpenAI, and Google.

## Source excerpt

Part of a series on Wealthfront's AI Developer Tooling Why Code Review? At Wealthfront, our arc of AI adoption has followed a familiar pattern: from skepticism to experimentation to deep adoption in the code lifecycle. Just a few years ago, in the dark era of "AI coding is just fancy autocomplete," we heard rumors of... Read more