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Kirk's

Exploring Enterprise AI

Latest Posts

Optimizing PageIndex: From 10-Minute Queries to a 2.6x Speedup with Meta-Index Pre-Filtering

Kirk Ryan · 12 Mar 2026

stdio vs Streamable HTTP: Choosing the Right MCP Transport

Kirk Ryan · 10 Mar 2026

How Small Can You Go? Testing PageIndex with a Sub-1B Parameter Model

Kirk Ryan · 6 Mar 2026