AI Orchestration Engineer · Systems Builder · Governance Architect
I design, test, and document AI systems with a focus on agent workflows, evaluation, and operational reliability. My work is organized under the DGAF (Dynamic Governance Agentic Formation) Framework — a structured approach to multi-agent governance, quality assurance, and CI-integrated safety.
- Multi-agent orchestration — coordination protocols, handoff specs, governance patterns (NDR registry)
- AI evaluation & QA — OWASP Agentic Top 10 compliance, benchmarking, audit-ready documentation
- Governance frameworks — NIST AI RMF aligned, ISO 42001, CI-integrated integrity monitoring
- Drift detection & harmonic analysis — phi-calculus-driven real-time monitoring
- WebRTC & real-time pipelines — acoustic mesh networks, multi-device sensor systems
- Prompt engineering — systematic testing, optimization libraries, benchmark-validated templates
| Project | What it does | Stack |
|---|---|---|
| DGAF-Framework | Governance spine — NDR pattern registry, AXIS constraints, SWEEP_LOG | Markdown, CI |
| junior-apogee-app | AI agent evaluation & QA platform, OWASP Agentic Top 10 | Python, CI/CD |
| sentinel-governance | Detect-remediate-revalidate CI/CD integrity framework | GitHub Actions, PowerShell |
| Driftwatch | Phi-driven multi-agent drift simulation, real-time harmonic monitoring | TypeScript |
| Acoustic-mesh | WebRTC multi-device acoustic mesh, WebSocket signaling, SLAM | JavaScript |
| resumeapex-eval | Multi-layer AI evaluation benchmark suite | Python |
| 3d-visualization-hub | Governance score plots, drift trajectories, phi-harmonic viz | Python, Streamlit, Plotly |
| ai-governance-frameworks | NIST AI RMF, ISO 42001, IIA frameworks — DGAF bridge | Markdown |
| ai-prompt-systems-portfolio | IP-safe prompt system examples and evaluation patterns | Markdown, Python |
Python TypeScript JavaScript Node.js WebRTC GitHub Actions Google Apps Script
evaluation pipelines agent orchestration CI/CD automation NIST AI RMF audit tooling
I publish governance, orchestration, RAG, agentic, and evaluation workflow templates as a Needle.app partner — 2,000+ runs across published templates.
- 🌐 Portfolio: flickerflash.vercel.app
- 💼 LinkedIn: andrewhensel
- 📍 Columbus, Ohio
Governance by DGAF · Meta-orchestrated by Agent Amethyst · Updated May 2026