Review Workflow

AI suggests. You decide. Every finding goes through you before it reaches the PR. Approve, reject, or edit each comment. Nothing posts automatically.

Why this matters

AI code review tools hallucinate 15-30% of findings. Auto-publishing means your team sees noise on every PR and learns to ignore all AI comments, even the good ones. The human filter keeps signal high and noise out.

Step by step

Go to code

After the AI review finishes, each finding shows a "Go to code" link. Click it to jump to the exact line in the editor. The issue details, severity, and suggestion appear inline next to the code.

Approve or reject

Each finding has three buttons in the top-right corner: approve (checkmark), reject (X), or edit (pencil). Approve the findings you want to publish as PR comments. Reject the ones that are noise or false positives.

Approve, reject, and edit buttons on a code review finding

Edit before publishing

Click the pencil icon to edit any finding before it goes on the PR. You can change the title, severity, category, description, and the suggested code fix. Add your own context or adjust the tone.

Edit form

The edit form lets you change everything: title, severity (Critical/High/Medium/Low), category (Bug/Security/Performance/Style), description text, and the suggested code fix.

Edit Review Comment form with title, severity, category, description, and suggestion fields

Preview and save

Below the edit form, a live preview shows how the comment will look on the PR. When you're happy with it, click Save Changes.

Preview of the edited comment with Save Changes button

Publish approved comments

Once you've approved the findings you want, click Publish. The button shows how many comments will be posted. Only approved comments go to the PR. You can also use Approve All, Reject All, Preview, or Regenerate.

Publish button showing count of approved comments, with Approve All, Reject All, Preview, and Regenerate options

Quick reference

Action	What it does
Approve	Marks finding for publishing. Will be posted as a PR comment.
Reject	Removes finding. Won't be posted. Helps train future reviews.
Edit	Opens editor to change title, severity, description, suggestion before publishing.
Publish	Posts all approved comments to the PR. Shows count of comments to publish.
Preview	Shows how all approved comments will look on the PR before publishing.
Regenerate	Runs the AI review again from scratch.

AI suggests. You decide.

Every AI comment goes through your review before it reaches the PR. Free tier includes 10 reviews per day.

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