AI Reasoning Systems — Field Guide
A practical guide for teams building LLM-backed systems — covering context architecture, reasoning distortion patterns, QA test design, and what it takes to make AI behavior predictable, testable, and maintainable over time.
Read the guide →MESH — The Operating Framework for Adaptive AI Systems
An AI-native decision acceleration system that connects signal to decision, decision to build, build to adoption, adoption to learning — and learning back to the next signal. Not a sequence to follow; a continuous operating rhythm.
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