Selected work / 01–04
The decisions
behind the systems.
Four projects across product, growth, AI applications and delivery workflows. Open a case for architecture, trade-offs and evidence.
GEO reporting
Make the numbers explain themselves.Original application recorded · synthetic data · limitations disclosedRead the caseContent Persona ecosystem
From someone’s sources and voice to a reviewable draft.Native pipeline run verified · draft awaiting human approvalRead the caseAI House editorial pipeline
From a full talk to a short excerpt and post.Fresh Docker product run recorded · human review pendingRead the caseAI workflows / one practice
Four systems shaped the same way: explicit inputs, written rules, a human decision at the end. Each case keeps its own evidence, scope and limits.
- Persona sourcing pipelineVoice evidence → qualified sourcing → draft → human review
- Editorial pipelineTalk → transcript → scored moments → excerpt → post draft
- Agentic engineering governanceDispatch tiers, review gates, durable context
- AI-visibility measurementAI-share sources, data lineage, attribution limits