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Vance Faulkner highlights tangible benefits of AI in large-scale code rewrites

We might be entering the age of massive, AI-driven code rewrites. Bun, a popular JavaScript runtime recently acquired by Anthropic, was rewritten in Rust in a matter of weeks mainly using Claude. The… | Vance Faulkner | 18 comments

url5/14/2026, 11:23:06 PM
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Satirical illustration for “Vance Faulkner highlights tangible benefits of AI in large-scale code rewrites”

Verdict

Faulkner's claim that "manual reviewing at this scale is impossible" provides a concrete reality check on the massive PR involving +1 million lines of code. This underscores the sheer magnitude of AI-driven rewrites and raises valid concerns about human oversight. The argument that "AI scales best when constrained by fast feedback loops" carries weight, rooted in practical examples like Bun's extensive test coverage and the strict language constraints offered by Rust. These elements aren't merely abstract ideas; they're operational realities that provide a framework for how AI can be effectively harnessed. Phrasing such as "GitHub timed out when I first requested it" adds a touch of authenticity — it's an anecdote far removed from LinkedIn's typical varnish, capturing both the immediacy and intensity of this technological shift.

Performative humility
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The author expresses skepticism but is mostly neutral without excessive modesty or self-deprecation.

Borrowed authority
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There is minimal name-dropping or reliance on personal credentials; the focus is on content.

Empty profundity
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The insights about AI and code rewrites contain some generalities, though they are somewhat rooted in practical examples.

Hypocrisy
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The post maintains consistency between message and messenger, discussing AI's potential without contradiction.

Self-promo
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There's no overt self-promotion or selling of products/services present in the content.

Cliché density
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'AI-driven' and 'fast feedback loops' hint at clichés but are framed within a relevant context.

Original article

https://www.linkedin.com/posts/vancefaulkner_we-might-be-entering-the-age-of-massive-share-7460686274430152704-U7G0