AI-Powered Security Scanner

AI Security Scanner That Opens Fix Pull Requests

Orbis AppSec scans your GitHub repositories for security vulnerabilities and automatically opens pull requests with production-ready fixes. Stop managing a security backlog — let the AI fix it.

Free for public repos. No credit card required.

What is an AI security scanner?

Traditional security scanners (SAST tools) detect vulnerabilities by matching code patterns against known rules. They produce a list of findings — and leave remediation entirely to the developer.

An AI security scanner goes further. It understands the context of each finding — the data flow, the vulnerable function, the likely fix strategy — and generates a production-ready code patch. Orbis AppSec then opens that patch as a GitHub pull request, turning a security alert into a mergeable fix.

The result: security issues get fixed, not just reported.

How Orbis AppSec works

1

Install the GitHub App

Connect Orbis AppSec to your GitHub account in one click. Select which repositories to scan. No configuration files required.

2

Orbis AppSec scans on every push

On each push or pull request, Orbis AppSec runs SAST and SCA scanning. Findings are triaged by severity and exploitability.

3

AI generates a fix

For each vulnerability, Orbis AppSec's AI analyzes the vulnerable code, generates a patch that removes the issue, and validates the fix.

4

Fix PR opens automatically

Orbis AppSec opens a pull request in your repository with the fix, a full vulnerability explanation, and references to the relevant CWE and OWASP guidance.

5

You review and merge

Your team reviews the PR like any other code change. Merge it to resolve the vulnerability. Orbis AppSec marks the finding as fixed.

What Orbis AppSec includes

Static analysis (SAST)

Detects injection flaws, buffer overflows, unsafe randomness, path traversal, and 50+ other vulnerability classes across 10+ languages.

Dependency scanning (SCA)

Scans npm, pip, Maven, Go modules, Composer, and Bundler for known CVEs and suggests safe upgrade versions.

Automated fix PRs

For every detected vulnerability, Orbis AppSec generates a production-ready patch and opens a GitHub pull request. You review and merge.

GitHub-native workflow

Installs as a GitHub App. Scans on push and PR events. Opens fix PRs directly in your repository. No external dashboards required.

AI-assisted explanations

Every finding includes a human-readable explanation of the vulnerability, its impact, and why the fix works — written by the AI that generated the fix.

Security blog per fix

Each automated fix generates a detailed blog post explaining the vulnerability class, CWE, vulnerable code, secure fix, and detection pattern.

What vulnerabilities Orbis AppSec detects

Orbis AppSec detects and fixes the following vulnerability classes, mapped to their CWE identifiers:

Plus SQL injection (CWE-89) scanner with 100% recall and 88% F1 score, hardening advisor, and continuous monitoring. See all case studies →

Supported languages

PythonJavaScriptTypeScriptGoJavaCC++RubyPHPRust

Dependency scanning: npm · pip · Maven · Go modules · Composer · Bundler

How Orbis AppSec compares

Semgrep, CodeQL, and Snyk are excellent tools for detection. Orbis AppSec focuses on what comes next: the automated fix.

FeatureSemgrepCodeQLSnykOrbis AppSec
SAST detection
Dependency (SCA) scanning
AI-generated fix PRs
GitHub PR automationManual setupManual setupLimitedBuilt-in
Security explanation per fixRule labelRule labelAdvisoryFull writeup
Educational blog per fix
Free for public reposLimited

Frequently Asked Questions

What is an AI security scanner?

An AI security scanner analyzes source code to detect vulnerabilities using static analysis, taint tracking, and AI-assisted reasoning. Unlike rule-only scanners, AI scanners understand context and generate automated fixes, not just alerts.

What languages does Orbis AppSec support?

Python, JavaScript, TypeScript, Go, Java, C, C++, Ruby, PHP, and Rust. Dependency scanning covers npm, pip, Maven, Go modules, Composer, and Bundler.

How does Orbis AppSec open fix pull requests?

When Orbis AppSec detects a vulnerability, it generates a production-ready patch, creates a branch, and opens a pull request with a detailed explanation. You review and merge — the security backlog clears itself.

How is Orbis AppSec different from Semgrep or CodeQL?

Semgrep and CodeQL are excellent detection tools but require manual remediation workflows. Orbis AppSec goes further: it detects the issue and automatically opens a fix PR. See our Semgrep comparison page for details.

Is Orbis AppSec free?

Free for public repositories. No credit card required.

Does Orbis AppSec work on private repositories?

Yes. Orbis AppSec uses GitHub Apps for private repository access. The GitHub App installation flow handles permissions scoped to the repositories you choose.

Start fixing security issues today

Connect your GitHub account and let Orbis AppSec scan your repositories. Free for public repos.

Connect GitHub — It's Free