What Is ScanDrix And How Does It Work?

ScanDrix is an autonomous AI-powered code review and AST security scanning platform built for modern engineering teams. It integrates into your Git providers (GitHub, GitLab, Bitbucket, Azure Repos) to automatically review pull requests, detect vulnerabilities, suggest code fixes, and enforce custom Drixy rules.

How Does ScanDrix Differ From Traditional Linters Like SonarQube?

Traditional linters analyze files in isolation using rigid regex or pattern rules, resulting in high false-positive rates and zero understanding of code intent. ScanDrix performs deep Abstract Syntax Tree (AST) analysis combined with multi-model AI reasoning, understanding whole-codebase context, taint flows, and architectural boundaries.

What Are Drixy Rules And How Do I Configure Them?

Drixy rules are customizable code review and security policies. You can define rules globally across your organization, per repository, or choose from a library of community best practices. You can also run 'Dry Run' previews to test rule modifications against real historical PRs before enforcing them.

Which Git Providers And CI/CD Tools Does ScanDrix Support?

ScanDrix supports GitHub, GitLab, Bitbucket, Azure Repos, and Forgejo out of the box. It also provides a CLI and team API keys for local developer workflows, pre-commit hooks, and custom CI/CD runners.

Does ScanDrix Train On Our Private Source Code?

No. ScanDrix never uses customer source code to train AI models. All code diffs are processed in ephemeral, isolated environments with strict zero-data-retention guarantees. For enterprise deployments, ScanDrix supports Bring Your Own Key (BYOK) and self-hosted on-premise installations.

How Fast Are ScanDrix Code Reviews On New Pull Requests?

ScanDrix is built for sub-minute reviews: an async worker architecture picks up webhook events without blocking CI pipelines. That is a design goal, not a measured guarantee — live service state is on the status page.

Can ScanDrix Suggest Inline Code Fixes?

Yes. When ScanDrix detects bugs, security vulnerabilities, or rule violations, it generates precise inline diff suggestions directly in the pull request review comments that developers can apply with a single click.

Can We Deploy ScanDrix On-Premise Or In Our Own VPC?

Yes. Enterprise customers can deploy ScanDrix in their own AWS, GCP, or Azure VPC, or in fully air-gapped on-premise environments with support for internal LLM endpoints (vLLM, Ollama) and enterprise SSO.

Jira & Linear Integration

Configure project management integrations to automatically sync PR review status, verify ticket requirements, and trace issue context.

Integrating ScanDrix with Jira Cloud or Linear bridges the gap between engineering project management and pull request review workflows.

Features

Automated Ticket Linking: Extracts ticket keys from branch names (e.g. feat/JIRA-102-auth) or PR titles and embeds issue links in review headers.
Acceptance Criteria Verification: Matches PR code diffs against user story descriptions to verify that all functional requirements are satisfied.
Workflow State Transitions: Automatically transitions Jira/Linear tickets from In Progress to In Review when a PR opens, and to Done upon merge.

Jira Cloud setup

Create Atlassian API Token

Log in to id.atlassian.com.
Click Create API Token, label it scandrix-pr-reviewer, and copy the token.

Configure ScanDrix Dashboard

In the ScanDrix dashboard, go to Settings → Integrations → Jira.
Enter your Atlassian domain (e.g. your-company.atlassian.net), admin email, and the API token.
Click Verify Connection.

Select Project Keys

Specify the active Jira project keys you want ScanDrix to monitor (e.g. ENG, SEC, CORE).

Linear setup

Generate Linear Personal API Key

In Linear, navigate to Settings → Security & Access → Personal API Keys.
Generate a new key with read and write scope labeled ScanDrix Integration.

Connect Linear in ScanDrix

In the ScanDrix dashboard, go to Settings → Integrations → Linear.
Paste your Linear API key and select your primary team workspace.

Webhook event configuration

ScanDrix automatically creates webhooks on your project management provider to detect issue updates:

json

{
  "event": "issue_updated",
  "data": {
    "key": "ENG-304",
    "status": "In Progress",
    "acceptance_criteria": "Must support Argon2id hashing with constant-time lookup."
  }
}

When a corresponding PR is updated, ScanDrix re-evaluates the diff against any newly added acceptance criteria in real time.

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