Positioning
AI-Augmented Operator
How human judgment and AI capability amplify each other in the systems I build.
AI-Augmented Operator
Human Judgment × AI Capability
I define workflows and requirements, direct AI coding tools, and review, test, and deploy their output. Operations experience connects the work to real team needs.
Human
Vision, judgment, context, ethics, creativity
×
AI
Speed, scale, pattern matching, synthesis
The Augmentation Effect
Workflow Requirements+Draft Implementation
→ Concrete workflows to review
Acceptance Criteria+Code and Test Assistance
→ Changes checked against requirements
Source Selection+Search and Synthesis
→ Research summaries with source context
Review Boundaries+Workflow Automation
→ Clear points for human review
Systems I've Orchestrated
ResearchGravity
Research capture and source tracking
Universal Cognitive Wallet
Connected context and knowledge retrieval
CareerCoach Antigravity
Career research and preparation workflows
SBC Inspector
Configuration validation workflows
“The future belongs to those who can orchestrate AI systems with vision, judgment, and integrity.”