Now in public beta

AI code review that learns your codebase

Sift monitors GitHub pull requests continuously, detecting security vulnerabilities and style violations with adaptive accuracy tailored to your team. Less noise, more signal.

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40+ engineering teams shipping faster with Sift

sift-review
auth.ts
db.ts
1
import { JWT } from'jsonwebtoken'
2
const secret = process.env.JWT_SECRET
3
4
export async function verifyToken
Weak secret
5
return jwt.verify(token, secret
6
).catch(() => null)
7
Sift fix suggestion

Use a 256-bit secret minimum. Generated example:

crypto.randomBytes(32).toString('hex')
Passing
CI checks
2 issues fixed

Capabilities

Everything your team needs to move fast without breaking things

Sift integrates directly into your CI/CD pipeline and scales across your entire codebase — from a single repo to a thousand.

Adaptive

Learns Your Codebase

Sift analyzes your existing patterns and coding standards, reducing noise by 90% compared to generic static analyzers.

Precision

Catches What Matters

Security vulnerabilities and style violations are ranked by actual risk — not just rule matches — so your team focuses on real issues.

Automated

Fixes in the PR

Sift automatically submits fix suggestions directly into the pull request as comments, with one click to apply.

Insights

Engineering Dashboard

Real-time visibility into code health, vulnerability trends, and review velocity for engineering leads and executives.

Scalable

Monorepo Ready

Scales across large monorepos and multi-language codebases without slowing down your CI/CD pipeline.

Compliant

Compliance Built-In

Meet secure SDLC requirements with audit trails, policy enforcement, and automated reporting for regulatory frameworks.

Process

From install to first insight in minutes

01

Connect Your GitHub

Install the Sift GitHub App and grant repository access. Setup takes under two minutes.

02

Sift Learns Your Standards

Sift analyzes your existing commits, PRs, and coding patterns to build a tailored model of your codebase.

03

PRs Get Reviewed Continuously

Every pull request is automatically reviewed in real time — security, style, and logic — as soon as it opens.

04

Fixes Land Automatically

Actionable fix suggestions appear directly in the PR. Approve and apply with one click, or let Sift auto-merge safe changes.

Security & Compliance

Built for teams under regulatory pressure

Sift helps engineering teams meet secure SDLC requirements without slowing down development. Every finding is audit-logged, every policy enforceable at merge time.

SOC 2 Type II audit trail for every finding
HIPAA and ISO 27001 compliance reporting
Policy gates that block insecure merges
No source code stored — in-memory processing only
Request security questionnaire

Compliance Status

All checks passing
Secret ScanningPassing
Dependency VulnerabilitiesPassing
Code Style EnforcementPassing
Security Policy GatesPassing
Audit Log CoveragePassing
Last full scan2 minutes ago
2 critical issues resolved this week

FAQ

Common questions

Ready to cut code review noise by 90%?

Join 40+ engineering teams using Sift to ship faster with fewer security surprises. Free to start — no credit card required.

Currently in public beta — limited spots while we scale infrastructure.