Thought Artisan

Jan 19, 2026 · Industry Insights

Three Evolution Paths for Deterministic Software in the AI Agent Era

The article outlines three evolution directions for deterministic software: AI-friendly interaction redesign (UI/API for agents), runtime optimizations for inference engines, and adding adaptiveness via AI calls within secure sandboxes, noting architecture changes will be incremental via protocol-based adaptation layers.