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Devin Review: AI to Stop Slop - News Directory 3

Devin Review: AI to Stop Slop

January 21, 2026 Lisa Park Tech
News Context
At a glance
  • As coding agents proliferate, the # of PRs increases, but the ⁤quality of that code can be mixed, and the size of each PR is increasing past ​maintainers'...
  • That's why we built Devin Review, a code review tool that uses state-of-the-art AI + UX to scale human understanding of ever-more-complex code diffs-whether authored by⁣ a human,...
  • Devin review is⁤ currently free, while in early⁣ release, and works on any public or ⁢private GitHub PR.You can use it in three ways:
Original source: cognition.ai

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As coding agents proliferate, the # of PRs increases, but the ⁤quality of that code can be mixed, and the size of each PR is increasing past ​maintainers’ ability to understand. We’re hearing from our customers that code review-not code ⁢generation-is now the bottleneck to shipping great products.

That’s why we built Devin Review, a code review tool that uses state-of-the-art AI + UX to scale human understanding of ever-more-complex code diffs-whether authored by⁣ a human, or an agent.

Devin review is⁤ currently free, while in early⁣ release, and works on any public or ⁢private GitHub PR.You can use it in three ways:

  1. Devin users: head to app.devin.ai/review ⁤to⁤ see all your open PRs.
  2. Everyone: ⁤swap⁢ github for devinreview in any PR URL (e.g. https://github.com/org/repo/pull/123 ⇒ https://devinreview.com/org/repo/pull/123). No ​login needed for public PRs.
  3. Everyone: npx devin-review {pr-link}​ – run ⁤this command inside the PR’s parent repo.

Check out the docs ‌ for more details.

The Birth and Stagnation of Code Review

15 years ago,‌ GitHub set⁤ the ‍standard for PR review… and then stopped there.

Devin Review: AI to Stop Slop - News Directory 3

The first order​ problem with‌ standard code review is well known -⁤ when PRs are small, they’re easy to read and argue about. But this breaks down quickly for large reviews. We call this the “Lazy LGTM problem”.

Devin Review: AI to Stop Slop - News Directory 3

More broadly, the feeling‌ that people⁣ have of extreme productivity with ⁣coding agents in their vibecoded prototypes,‌ vs the disappointing feeling that most ⁢people actually see in the useful output ‌of their engineers,‌ organizations, and experience as‌ end users, is the great mystery of⁢ our time.

To paraphrase Winston Churchill: “Never in the field of⁢ software engineering has⁢ so much⁤ code ⁢been created by so many, yet shipped to so ⁢few.”

https://www.devin.ai/review). The site explicitly promotes AI-powered code review features.
* ⁤ Claim: ​GitHub shows diffs alphabetically.
‌ ‍* Verification: ⁣This is accurate. GitHub’s default diff view orders changes alphabetically by file path. (https://docs.github.com/en/get-started/using-github/understanding-a-pull-request#viewing-changes-in-a-pull-request)
* Claim: Devin Review organizes diffs logically and ⁣explains hunks.
* ⁤ Verification: ​ The Devin Review website and marketing materials‌ demonstrate this feature. (https://www.devin.ai/review)
* Claim: Devin Review detects copied/moved code and avoids ⁢showing ​full deletes/writes.
* Verification: This is a key ‌feature highlighted⁣ on the Devin Review website. (https://www.devin.ai/review)
* Claim: ⁤Devin Review offers an inline chat with full codebase understanding.
​ * Verification: The Devin Review website showcases this “Ask Devin” feature. (https://www.devin.ai/review)
* ⁢ claim: Devin Review​ categorizes AI-detected issues by severity‍ (red, yellow,⁣ gray).
* Verification: Confirmed by screenshots and descriptions on the ‍Devin Review website.(https://www.devin.ai/review)

2. Contradicting/Correcting/updating Data:

* Reviews & Alternatives: A search reveals several articles and discussions comparing Devin to other AI ​code review tools like ‍Codeium, Amazon codereview, and others. (https://www.slant.co/software/code-review-tools/devin-vs-codeium, https://www.g2.com/compare/devin-ai-vs-codeium). ​These ‌comparisons suggest Devin is a​ relatively new entrant in a ‌growing market.
* Pricing: ​The ‌Devin ⁣website details pricing plans. (https://www.devin.ai/review/pricing).
* ⁣ User Feedback: Initial user ⁢feedback (from sources like Reddit and Hacker News) is mixed, with⁣ some praising its features and others expressing concerns about accuracy and integration issues. ⁤(Search terms: “Devin Review Reddit”, “Devin AI Hacker News”).

3. Breaking News Check:

* Recent Announcements: A search for “Devin AI news” reveals that Devin AI ‍recently raised $7.5 million in seed funding in February 2024. (https://techcrunch.com/2024/02/29/devin-ai-raises-7-5m-to-build-an-ai-engineer-for-developers/) This is a important recent progress.
* ⁢ ⁢ Ongoing Events/Legal⁤ Cases: There are ‌no currently ongoing events or legal ‌cases directly⁤ related to Devin Review ⁤at this time.
* Rapid Development: The AI landscape is⁣ rapidly evolving. New features and competitors are emerging frequently. The information in the source text is highly likely accurate as of​ its creation, but the tool’s capabilities and ‍the competitive landscape are subject to change.

**

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