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.

How does ScanDrix compare to Snyk Code?

While Snyk focuses on alerting and software composition analysis (SCA/CVE databases), ScanDrix performs whole-repository Abstract Syntax Tree (AST) taint analysis and automatically generates ready-to-merge inline diff patches directly on pull requests.

Does ScanDrix have a lower false positive rate than Snyk?

Yes. ScanDrix traces taint paths from untrusted input sources to execution sinks across multi-file boundaries. By mathematically verifying whether untrusted data actually reaches a sink, it eliminates the false positives common in heuristic pattern matchers.

Can ScanDrix run air-gapped in our own cloud environment?

Yes. ScanDrix provides an enterprise self-hosted edition that runs entirely inside your private VPC (AWS, Azure, GCP, or on-premise Kubernetes) with Bring-Your-Own-Key (BYOK) LLM models.

ARCHITECTURAL COMPARISON

ScanDrix vs Snyk

Why engineering teams looking for sub-minute PR turnaround, actionable inline diff fixes, and verified AST taint tracking choose ScanDrix.

Capability	ScanDrix	Snyk Code
Cross-File Taint Tracking	Source-to-sink reachability graphs across all files & dependencies	Static taint engine restricted to proprietary language rules
Automated Fix Suggestions	Generates ready-to-merge inline diff patches directly on pull requests	Alerts & advisory notices without context-aware inline code diffs
PR Review Turnaround Time	Sub-minute async reviews via Git webhooks without blocking CI	Heavy CI/CD pipeline scans often taking 5-15 minutes
False Positive Verification	AST reachability proof guarantees untrusted data flow before flagging	High syntactic pattern noise requiring manual security triage
Policy as Code & Custom Rules	Drixy rules with Dry Run testing against historical repository PRs	Fixed rule definitions with limited team-level AST customization
Self-Hosted Private VPC & BYOK	Full air-gapped on AWS, Azure, GCP, or K8s with Bring-Your-Own-LLM	Cloud-hosted SaaS model for core AI and analysis features
Zero Code Retention	Strict ephemeral processing with zero training or disk retention	Code snippets cached according to standard cloud vendor terms

Zero False Positives

ScanDrix constructs deterministic AST dependency cones. If untrusted input is properly sanitized before reaching an execution sink, no warning is posted.

Sub-Minute PR Gate

Reviews finish before developer context switches. Distributed workers process webhooks in parallel without holding up your CI pipeline.

Private VPC Isolation

Deploy ScanDrix in your own AWS, Azure, or GCP VPC with Bring Your Own Key (BYOK) model routing. Your code never leaves your perimeter.

Architectural comparison from public product information — not measured runs, no scores. Something stale? Tell us via the contact page.

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