The Complete AI Development Ecosystem
A unified suite of sovereign tools designed for AI powerusers. From codebase analysis to multi-agent orchestration, from data preparation to visualization - everything you need for AI-assisted development at scale.
1. Gather Knowledge
Quantum Research Assistant scrapes thousands of web pages →Quantum Scribe converts HTML to clean markdown →GPU Tokenizer generates embeddings →Claude's Library stores vectorized knowledge
2. Analyze Code
Codebase Navigator generates comprehensive analysis →God View visualizes connections →Codebase Guardian monitors violations →Quantum Visualizer presents insights
3. Orchestrate Development
Quantum Conductor orchestrates multiple AI agents → Each agent accesses Claude's Library for accurate information →Codebase Guardian ensures quality → Human and AI collaborate synergistically
4. Process at Scale
Hyperion Engine processes images at 25/sec →Rust Rembg Cloud handles CPU workloads →GPU Tokenizer processes millions of tokens → All with Rust-level performance
Orchestration & Command
Multi-agent AI development systems
Self-building, self-governing AI systems where humans and AI work synergistically. Orchestrate multiple AI agents in parallel, each sovereign in their domain, collaborating toward shared goals.
- •Multi-agent parallel orchestration
- •Real-time collaboration streams
- •Sovereign sandbox architecture
- •Human-AI synergistic workflows
Knowledge Infrastructure
Build and maintain your AI's knowledge base
A custom RAG database providing AIs with up-to-date API information, crate changes, and coding knowledge. When APIs change, the Architect knows and provides correct information.
- •768-dimensional embeddings
- •Real-time API updates
- •Semantic search capabilities
- •Markdown + Vector DB storage
Tirelessly scrapes search engine results with configurable depth. Process thousands of pages into structured data. Example: 8,400 HTML files processed into comprehensive Rust knowledge base.
- •Configurable scraping depth (10 links/search)
- •CSV-based automation
- •Bulk HTML processing
- •Structured data extraction
Process entire folders of bloated HTML (365KB) into clean, AI-ready markdown (10KB). Extract only the main article content, ready for ingestion into Claude's Library.
- •Bulk HTML processing
- •36x size reduction
- •Article extraction
- •AI-optimized output
Processing Engines
High-performance data transformation
Generate 3.9M tokens/sec throughput on actual Anthropic conversation exports (267MB in CPU mode). Creates 768-dimensional embeddings with GPU acceleration.
- •3.9M tokens/sec throughput
- •768-dimensional embeddings
- •GPU acceleration
- •Rust performance
High-performance background removal engine achieving 23.9 img/s peak on GTX 3050 Ti. Licensable engine for enterprise deployment.
- •25 images/second on 4GB GPU
- •42x faster than rembg
- •Model-agnostic architecture
- •Enterprise licensing available
10x faster than Python CPU equivalents. Benchmarked on Cloud Run at 57 img/s, $0.000162 per image processed.
- •57 images/second CPU
- •10x Python performance
- •$0.000162 per image
- •Cloud-native deployment
Code Intelligence
Understand and analyze codebases at scale
Generate comprehensive codebase analysis with one command. Creates DOT graphs, SVGs, call graphs, function analyses, and 768-dimensional embeddings for RAG knowledge bases.
- •Call graph generation
- •Semantic violation detection
- •AI-ready compilation output
- •Multi-language support
A watcher daemon that monitors code for semantic violations (TODO, FIXME, placeholders). Stops streaming AI conversations when violations are detected.
- •Real-time monitoring
- •Semantic violation detection
- •AI conversation control
- •Automated quality gates
Visualization
See your code and data in new dimensions
Dynamic force graphs in web browser with multiple graph types. Functions light up to show connections. Navigate massive codebases visually.
- •Interactive force graphs
- •Function connectivity mapping
- •Multiple visualization modes
- •Web-based interface
Display Navigator's SVG output with easy navigation and scaling on large files. Generate 10+ graph/bar charts for analysis results.
- •Large SVG navigation
- •10+ chart types
- •Statistical analysis
- •Export capabilities
Ready to Transform Your AI Development Workflow?
These tools aren't just products - they're the result of solving real problems in production AI development. Built by developers, for developers who refuse to accept slow.