Selected AI case studies
Start with the problem. Judge the decisions. Inspect the evidence.
These projects show how Aaron Huang moves AI work from ambiguous operating problems to reviewable results—without hiding the trade-offs or current limits.
AI projects
7 projectsAI Content Production and Publishing System
How can two AI-assisted content workflows share writing and publishing rules without losing source verification or release control?
Cross-AI Collaboration System
When several AI tools share one task, how do you stop context, ownership and acceptance criteria from disappearing between handoffs?
Personal Knowledge System
How can AI continue long-running work without exposing a private knowledge base or losing the path back to original evidence?
Hermes Persistent Agent
What must change before an AI agent can move from a one-off conversation to an operable and recoverable long-running service?
Enterprise RAG Evaluation
When enterprise RAG quality is poor, is the cause the data, retrieval method, answer generation or the evaluation design?
Legacy WordPress Website Transformation
How can AI accelerate a website transformation while keeping product decisions, evidence and final acceptance under human control?
AI Content Workflow Platform
How do you turn an ambiguous content request into a testable product workflow without handing key decisions to the model?