Sean Chatman

Git-native development automation platform with AI-powered workflows

Production-ready RDF knowledge graph library with Knowledge Hooks, SPARC methodology, Knowledge Substrate optimization, AI/Semantic integration, Distributed Federation, Real-time Streaming, and HTF Framework

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Novel AI/ML integration patterns for UNRDF knowledge graphs

Code generation and metaprogramming tools for UNRDF

KGC Receipts - Batch receipt generation with Merkle tree verification and post-quantum cryptography for knowledge graph operations

KGC-Claude Substrate - Deterministic run objects, universal checkpoints, bounded autonomy, and multi-agent concurrency for Claude integration

Innovative Prometheus/Grafana observability dashboard for UNRDF distributed workflows

Workflow observability framework with Prometheus metrics and OpenTelemetry tracing for YAWL

LangChain integration for YAWL workflow engine - AI-powered workflow orchestration with RDF context

AI-powered workflow optimization using TensorFlow.js and YAWL patterns

Hyperdimensional Decision Fabric - Intent-to-Outcome transformation engine using μ-operators

Blockchain integration for UNRDF - Cryptographic receipt anchoring and audit trails

High-performance process mining algorithms in WebAssembly for JavaScript/TypeScript

Unified testing framework for CLI applications with auto-detecting local/cleanroom execution, vitest config integration, and simplified scenario DSL.

AI-powered semantic search over RDF knowledge graphs using vector embeddings

KGC Probe - Automated knowledge graph integrity scanning with 10 agents and artifact validation

ML Model Versioning System using TensorFlow.js and UNRDF KGC-4D time-travel capabilities