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I Built an AI Code Reviewer That Reads Your Entire Codebase, Not Just Diffs

DEV Community·sun·6 months ago
#GlWH38Iw
#ai#productivity#git#github#review
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Most code review tools only look at diffs. That's like reading the last chapter of a book and trying to write a review.

I built ReviewPilot — an AI code reviewer that reads your full source files, traces imports, and understands your codebase structure before reviewing.

What it does

When you open a PR (GitHub) or MR (GitLab), ReviewPilot automatically:

Reads the full files being changed, not just the diff

Traces imports to understand dependencies

Posts inline comments with severity badges (Critical, High, Medium, Low)

Catches bugs, security issues, and architecture problems

Two review modes

Dev Mode — Fast, automated review on every PR. Catches bugs, security holes, and style issues in seconds.

Leader Mode — Deep architecture analysis with risk scoring, mentor feedback, and approve/request-changes decisions. Like having a senior engineer review every PR.

How it works

For GitHub: Install the GitHub App → done. Reviews happen automatically.

For GitLab: Add a webhook + access token → done.…

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