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

DEV Community·sun·21 days ago
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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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