Projects
Systems, frameworks, and artifacts from real operational work. Each one is built around the same principle: structure before automation.
Featured
The Prompt Governor
PDFA governance layer for AI prompting that makes "vibes-based" prompts illegal. This is the core system. The artifacts below are extracted control surfaces or applied examples.
How I think about guardrails, accountability, and making AI workflows auditable.
Siftwise
SystemA deterministic file-intelligence system. Enforces explicit proposal vs execution separation, governance checks before any action, journaling, reversibility, and deterministic fallbacks when confidence is low.
A practical testbed for AI governance principles under real constraints. Standalone product, referenced here as a systems artifact.
Artifacts
Governor's Checklist
PDFAn operational control extracted from The Prompt Governor.
How I enforce accountability before execution.
Automation Readiness Gate
PDFAn operational control extracted from The Prompt Governor.
How I prevent people from automating chaos and calling it efficiency.
Prompt Failure Diagnostic Sheet
PDFAn operational control extracted from The Prompt Governor.
How I turn AI "hallucinations" into measurable failure modes.
Governed Sales Order Workflow (Sanitized)
SOPA production sales-order system redesigned to be observable, testable, and automation-ready — without premature autonomy.
How I translate governance theory into real operational systems that humans and future agents can safely execute.