VibeDoctor vs Hostile Review

VibeDoctor bundles six open-source tools (Gitleaks, Trivy, SonarQube CE, ESLint, Lighthouse, Puppeteer) into a single dashboard with a health score. It runs pattern matching and CVE lookups — the same checks you could run yourself for free.

Hostile Review offers two tiers. The free baseline scan runs the same open-source tools VibeDoctor uses plus Hyrex, our proprietary pattern engine built from thousands of AI-powered scans, with intelligent AI synthesis. The full scan deploys 100+ adversarial AI agents with persistent cross-chunk memory, enabling them to analyze codebases of any size and find business logic flaws, attack chains, and architectural vulnerabilities that pattern-matching tools structurally cannot detect.

• Tool aggregation — bundles Gitleaks, Trivy, SonarQube CE, ESLint, Lighthouse, and Puppeteer into one dashboard
• Vibe Checks — custom lint rules targeting AI-generated code patterns like hallucinated npm packages and god files
• Health score — weighted score across security, code quality, accessibility, SEO, and "vibe health"
• Free tier — 3 scans per day at no cost
• Website scanning — Lighthouse + Puppeteer scan the deployed site for performance and accessibility

• Free baseline that matches and exceeds VibeDoctor — our free scan runs the same open-source tools plus Hyrex, our proprietary pattern engine with more rules than all the open-source tools combined, plus AI-powered intelligent synthesis
• 100+ agents vs 6 tools — the full scan deploys adversarial AI agents that reason about your code the way an attacker would, then findings are deduplicated through multi-agent consensus
• Persistent agent memory — each agent maintains SAIQL-backed memory across code chunks, building a cumulative understanding of your entire codebase regardless of size. No context window limits
• Finds what tools can't — business logic flaws, multi-step attack chains, privilege escalation paths, and architectural vulnerabilities that no pattern matcher will ever detect
• Fix workflows + ZIP patches — every scan generates a full fix workflow with file paths, line numbers, and step-by-step remediation. Download patched files as a ZIP and drop them into your project, or hand the workflow to your AI coding assistant
• Domino scanning — traces how fixing one vulnerability cascades into breaking others. No other tool does this
• Architectural analysis — collapses related findings into root causes instead of flooding you with duplicates

VibeDoctor's entire product is our free tier. The same open-source tools they bundle (Gitleaks, Trivy, SonarQube, ESLint) are part of our free baseline scan — plus Hyrex, our proprietary pattern engine with more rules than all those tools combined, plus AI-powered synthesis that groups findings by root cause.

Our full scan goes where tools can't. 100+ adversarial AI agents with persistent memory read every line of your code, trace data flows across files, and find the business logic flaws, authentication bypasses, and attack chains that pattern matching will never detect. Each agent builds a cumulative understanding of your codebase across chunks, so large projects get the same depth as small ones.

One bundles open-source linters. The other includes those linters for free, then deploys an army of adversarial AI on top.