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deterministic software

2 articles · Page 1 of 1

Feb 13, 2026 · Industry Insights

AI Expands Software Boundaries But Deterministic Systems Persist

The article argues AI expands software capabilities for previously unsolvable problems but won't replace deterministic systems because accumulated business knowledge, reliability requirements, and ROI make rewriting unjustified; code agents generate deterministic code as a pragmatic compromise.

AILLM applicationsSoftware Engineering

0 likes · 7 min read

AI Expands Software Boundaries But Deterministic Systems Persist

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.

A2A protocolAI-friendly softwareMCP protocol

0 likes · 4 min read

Three Evolution Paths for Deterministic Software in the AI Agent Era