A code review agent that catches what linters miss

Pull requests reviewed in under a minute — security risks, architecture drift, and logic gaps flagged before a human looks.

Live App Interactive Workspace

Fully Interactive Model

AETHERIC AI SECURITY CODE SCANNER

PR #402 AST Semantic Engine

auth.middleware.ts (Line 42)AST Analysis: Vulnerability Match

- function checkRole(req: Request) { return true; } // Critical Bypass

+ async function verifyJWT(req: Request) { await jwt.verify(req.headers.auth); }

The situation

Senior engineers spent 40% of their week reviewing junior PRs. Reviews were slow, inconsistent, and blocking deployments.

What we built

An agent that reads each PR diff against the team's architecture decision records and style guide.
Security-focused scanning that flags SQL injection, XSS, and auth bypass patterns with code-line citations.
A confidence score on every comment, so engineers can prioritise the high-severity items.

What changed

8h → 47s

Review turnaround

+340%

Critical bugs caught pre-merge

−62%

Senior review load

Technology Stack

LLM agentGit integrationAST analysisCI/CD