Four Layers of
Code Intelligence
A comprehensive suite of analysis tools: Codebase Oracle for structure, Swift Inquisitor for cross-validation, Rust Security Detector for vulnerability patterns, and AI Code Guardian for semantic placeholder detection.
The Complete Analysis Arsenal
Four specialized tools working in concert to provide comprehensive code intelligence and security analysis.
Structure & Architecture Analysis
- 17+ languages with native compiler integration
- DOT graph generation for visualization
- Call graph and dependency analysis
- Tree-sitter fallback for universal support
Cross-Validation & DOT Graph Generation
- Independent DOT graph generation
- Cross-checks Oracle findings
- Swift-specific optimizations
- Blockchain security analysis
NIST-Validated Vulnerability Scanner
- 800K lines/second analysis speed
- NIST Juliet Test Suite validated
- 13+ language pattern detection
- OWASP Top 10 compliance tracking
AI Placeholder & Hallucination Detection
- 327,476 files/second scanning
- AI hallucination pattern matching
- Placeholder detection (TODO, FIXME)
- CI/CD pipeline integration
Layered Defense Architecture
Each tool provides a different layer of analysis, working together to provide comprehensive code intelligence.
Codebase Oracle: Structure Analysis
Analyzes your codebase structure using native compiler integration for 17+ languages. Generates call graphs, dependency trees, and provides a complete architectural overview.
Swift Inquisitor: Cross-Validation
Independently generates DOT graphs to cross-check Oracle findings. Provides a second perspective on your codebase structure, especially strong for Swift and blockchain code.
Rust Security Detector: Vulnerability Scanning
NIST-validated scanner that processes 800K lines/second looking for security vulnerabilities, performance issues, and compliance violations across 13+ languages.
AI Code Guardian: Semantic Detection
World's fastest placeholder and AI hallucination detector at 327K files/second. Catches what static analysis misses - AI-generated placeholders and incomplete code.
One Click. A Universe of Insight.
Complete visualization package with interactive graphs
- • DOT/SVG call graphs
- • Interactive HTML dashboard
- • Dependency trees
- • Architecture diagrams
Comprehensive codebase intelligence reports
- • Function call graphs
- • Complexity metrics
- • Code quality scores
- • Security patterns
Raw data for ML pipelines and RAG systems
- • 768-dim embeddings
- • JSON exports
- • Semantic chunks
- • Vector-ready format
Complete semantic understanding of your code
- • Breaking change detection
- • API surface analysis
- • Code smell detection
- • TODO/FIXME tracking
High-level understanding of critical components
- • Component relationships
- • Module boundaries
- • Service dependencies
- • Data flow analysis
Track changes over time efficiently
- • Delta analysis
- • Change impact reports
- • History tracking
- • Trend analysis
An Essential Tool for Every Workflow
Stop guessing. Generate a full architectural map of your new project on day one. Find function definitions, trace dependencies, and understand the core logic so you can start contributing with confidence immediately.
See the architectural impact of a pull request, not just the lines that changed. Use breaking change detection to safeguard your API and maintain a high-level, data-driven view of your team's work.
Feed your agent a perfect, comprehensive, and pre-analyzed view of any codebase. Use the AI-ready exports to fine-tune models, power RAG systems, or give your AI partner the best possible starting point for any complex task.
Combined Performance Metrics
Real-World Performance
Combined Suite Analysis:
• Codebase Oracle: 17+ languages, native compiler integration
• Swift Inquisitor: Independent validation, DOT graph generation
• Rust Security: 800K lines/sec, NIST-validated
• AI Guardian: 327K files/sec placeholder detection
Example: 100K LOC Repository
- Structure analysis: ~12 seconds
- Security scan: ~0.125 seconds
- AI placeholder scan: ~0.3 seconds
- Total time: <15 seconds
Saves to: ~/codebase_archive/ with timestampsLanguage Support (17+ Native Compilers)
Four Tools. One Mission. Complete Analysis.
The complete Codebase Navigator suite is included in Quantum Forge. Get structure analysis, security scanning, cross-validation, and AI detection all in one package.
£99/month for the complete Quantum Forge suite including all four analysis tools.