Series
Long-form, multi-part explorations of AI systems, production engineering, and software architecture.
Strategic HITL for Production AI Agents
In ProgressA 13-part series exploring why Human-in-the-Loop is a structural requirement for production AI systems, backed by 53 research papers and a hyperscale case study.
AI as Human Amplifier vs Replacement
In ProgressExploring AI as a tool that amplifies human capability rather than replacing it. A framework for building AI systems that make people better at their jobs.
Progressive Crystallization
ResearchA 10-part series on converting AI agent workflows into deterministic, zero-cost automation through incremental formalization.
Cloud Security
In ProgressPractical strategies and architectural patterns for securing cloud infrastructure, from Zero Trust to AI-aware access control.