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AI code review tool requested changes in 24% of pull requests

By PulseAugur Editorial · [1 sources] ·

SLIDEFACTORY has analyzed five months of its AI code review tool, CodeRaven, finding that it reviewed 1,164 pull requests and posted 14,552 findings. The tool requested changes in 24% of reviews, with a significant portion of these being high-severity issues. The total cost for this extensive review process was only $161.20, highlighting a substantial cost-efficiency compared to human review. AI

IMPACT Demonstrates significant cost savings and effectiveness of AI in code review, potentially accelerating adoption.

RANK_REASON Analysis of an AI-powered code review tool's performance and cost-efficiency.

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI code review tool requested changes in 24% of pull requests

How we ranked this

Signal score
41 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Analysis of an AI-powered code review tool's performance and cost-efficiency.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
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AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. dev.to — LLM tag TIER_1 English(EN) · Mark Nguyen ·

    What Five Months of AI Code Review Actually Found

    <p><em>Originally published on the <a href="https://www.theslidefactory.com/post/what-five-months-of-ai-code-review-actually-found" rel="noopener noreferrer">SLIDEFACTORY blog</a>.</em></p> <p>Since February 27, 2026, every pull request in our active repositories has been reviewe…

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