Designing an AI Native System from Scratch

Instead of retrofitting agents into existing systems, I discuss what it means to design a system for agents from the ground up and how agent organization should be structured.

March 28, 2026 · 14 min · 2975 words · Sami Tuğal

The Missing Piece of AI Agents: Knowledge Infrastructure

The main reason AI agents fail is the lack of knowledge infrastructure in existing systems.

March 9, 2026 · 8 min · 1534 words · Sami Tuğal