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 Code Climate?

Code Climate evaluates code maintainability using cyclomatic complexity and duplicate line heuristics without security depth. ScanDrix performs Abstract Syntax Tree (AST) security analysis, detects injection flaws and logic bugs, and suggests actionable inline code fixes directly on pull requests.

Does Code Climate provide automated code fix suggestions?

No. Code Climate issues letter grades (A-F) and flags complexity hotspots, leaving the developer to manually refactor. ScanDrix generates one-click commit-ready diff patches for bugs and security findings.

Can ScanDrix replace both Code Climate and security linters?

Yes. ScanDrix unifies architecture policy enforcement, code smell detection, and deep SAST taint path analysis into a single sub-minute PR review gate.

ARCHITECTURAL COMPARISON

ScanDrix vs Code Climate

Modern AI AST security analysis and inline patch generation vs legacy maintainability grades.

Capability	ScanDrix	Code Climate
Security Analysis Depth	Deterministic AST taint analysis, OWASP Top 10 detection & injection flows	Basic duplication metrics, line-count heuristics & maintainability grades
Automated Fix Suggestions	Ready-to-commit inline diff patches posted directly in PR comments	Reports technical debt ratios without proposed code replacements
Cross-File Architectural Context	Builds complete multi-file dependency trees and call graphs	Evaluates files in isolation based on static syntactic rules
Custom Policy Enforcement	Declarative Drixy rules with Dry Run testing against historical commits	Requires managing complex rubocop/eslint configs in repository root
Execution Model & Speed	Async webhook event processing designed for sub-minute review turnarounds	Heavy Docker-in-Docker CI builds prone to pipeline queue timeouts
Deployment Flexibility	SaaS or air-gapped on-premise VPC with Bring-Your-Own-LLM routing	Cloud SaaS with discontinued on-premise enterprise editions

Real Security Findings

Move beyond subjective line counts. ScanDrix detects real injection vulnerabilities, authorization bypasses, and data leaks.

Inline Diff Patches

Don't just tell developers their code is grade C. ScanDrix posts the exact replacement code that fixes the violation in one click.

Custom Drixy Rules

Enforce organizational architectural boundaries, naming conventions, and API design patterns across your entire engineering team.

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

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