I operate as a high-impact advisor and hands-on builder for AI-native products, agent harness design and implementation, and secure platform architecture. With a multi-disciplinary toolkit spanning code, data, commerce, economic insight, and historical context, I design composable systems that move from strategy to production quickly. No fluff: focused problem-solving, fast iteration, and durable execution with teams that need results.
End-to-end agent harness implementation β’ agent loop design β’ MCP and skill systems β’ human review patterns β’ rapid production prototyping
Composable microservices β’ rootless containers β’ pull-based runners β’ least-privilege deployment β’ system resilience and hardening
Multi-model orchestration β’ OpenAI-compatible providers β’ SSP and warehouse integrations β’ virtual APIs β’ automated reporting pipelines
Product-market fit validation β’ market testing and analysis β’ AI adoption strategy β’ cost-minimized build/buy decisions β’ executive advising