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THE RESEARCH BENCH
GEN AI
SERIES
Explorations in generative and agentic AI systems. Active research, evolving ideas, and architectural patterns in formation.
Gen AI Patterns
Integration, tools, orchestration
RAG & Knowledge Systems
Building robust retrieval and knowledge architectures
Agentic Architectures
Designing systems that combine deterministic and probabilistic workflows
Enterprise Adoption
Practical considerations for production AI systems
About This Series
The Gen AI Series represents my active exploration and evolving thinking on generative and agentic AI systems. This is where I work in public—documenting patterns as they emerge, testing ideas, and sharing lessons learned.
Each entry feels like a lab notebook, design memo, or pattern in formation. Unlike the Master Library's timeless structure, this series shows progression of thought over time, capturing the rapidly evolving landscape of AI systems architecture.
Note: Stable patterns from this series may graduate to the Master Library once they become canonical.