How It Works

5 steps from PR open to inline suggestion.

No black box. Here's the exact path from a developer pushing a branch to reviewers arriving at a diff that's already been through a style pass.

The Process

From repository to review in under 90 seconds.

1

Connect Your Repository

Install the Replixa GitHub App or configure the GitLab/Bitbucket integration. Replixa gets read access to your repository history — nothing is stored post-review, and you can revoke access at any time.

2

Build the Style Graph

Replixa processes your commit history to build a weighted semantic graph of your codebase's patterns — naming conventions, abstraction structures, what senior engineers consistently fix. Initial graph build takes 5–20 minutes depending on repo size. The graph is yours: it stays scoped to your organization.

3

PR Opened

When a developer opens a pull request, a webhook triggers the Replixa review engine. No polling, no manual trigger. The event fires immediately on PR open or on ready for review status change — your choice.

4

Review Runs Against Your Style Graph

The diff is analyzed against your style graph. Each changed line is scored for pattern adherence. Issues below your team's threshold are suppressed. Issues above threshold generate concrete inline suggestions with the corrected code already written.

5

Suggestions Appear Inline

Suggestions post directly to the PR diff as native code suggestions — the kind your developers are already used to applying. The review appears within 90 seconds of PR open. Human reviewers arrive to a diff that's already been style-checked.

Data Flow

How code moves through Replixa.

Code Host GitHub / GitLab Bitbucket webhook Style Graph Semantic pattern analysis engine scored diff Review Engine Threshold filter + patch generation suggestions PR Diff Inline suggestions posted in diff view Code is not stored after review. Diff processed in-memory only.
Performance

First inline suggestions appear within 90 seconds of PR open.

The review engine runs on the diff, not the full repo — so performance is bounded by changed file count, not codebase size. A 14-file diff on a 2-million-line monorepo takes the same time as the same diff on a 50,000-line service.

1.4s Median review runtime
<90s End-to-end latency
99.7% Uptime commitment, Team and Enterprise plans

See it on your own codebase.

Connect a repository and get your first style graph in under 20 minutes.