1
Submit Code
GitHub PR, repo scan, zip upload, or send via MCP directly from your AI coding assistant.
2
Agents Attack
Up to 108 adversarial agents analyze in parallel. Each operates independently across different attack surfaces, catching failures that solo AI review misses.
3
Get Verdict
Findings are deduplicated, severity-ranked from critical to info, and returned with fix directives in under 60 seconds.
🛡 Security — 28 agents
SQL/NoSQL injection, XSS, CSRF, authentication and authorization flaws, cryptographic weaknesses, secrets exposure, API security misconfigurations, container and infrastructure vulnerabilities, dependency supply chain risks, and full threat modeling.
💡 Structural Weaknesses — 28 agents
Architecture flaws, code rot, missing test coverage, operational risk, and maintainability failures.
⚡ Performance — 4 agents
Memory, concurrency, caching, and algorithmic complexity.
🎨 Design — 4 agents
API contracts, system architecture, patterns, and design principles.
📌 API Design — 4 agents
REST conventions, endpoint structure, versioning, and schema validation.
🔬 Testing — 4 agents
Coverage gaps, boundary conditions, fixture quality, and regression risks.
🌐 i18n — 4 agents
Localization readiness, string handling, encoding, and locale support.
🤖 Data & ML — 4 agents
Pipeline integrity, model fairness, data validation, and experiment tracking.
📱 Mobile — 4 agents
Battery, offline handling, deep linking, and platform permissions.
☁ Cloud & Cost — 4 agents
Resource provisioning, auto-scaling, cost optimization, and cloud-native patterns.
⚡ Real-time — 4 agents
WebSockets, streaming, event ordering, and message broker patterns.
📜 Compliance — 4 agents
GDPR, HIPAA, PCI-DSS, audit logging, and data retention policies.
🎨 Frontend — 4 agents
Accessibility, component architecture, state management, and render performance.
Why AI Cannot Self-Audit
AI code generators produce confident, plausible output — including confident, plausible mistakes.
A single AI reviewing its own work uses the same reasoning that introduced the error.
It cannot reliably catch its own hallucinations, missed edge cases, or insecure patterns.
HostileReview deploys multiple independent adversarial agents that
attack the code from different angles and surface failures through
independent parallel analysis — catching what a single AI pass cannot.
This is not code review. This is adversarial validation.
Cost reflects depth of adversarial scrutiny, not file size. Estimates based on average usage. First scan of any unique target is free.