7modes Signals
Perspectives

Signal, not noise.

Articles, observations, and frameworks from 15+ years of designing complex systems — now applied to the realities of AI adoption in organisations. Perspectives on AI systems, organisational design, and what it actually takes to make intelligent systems work.

The System Around the Model

Building an AI Behavior & Context Architecture Framework — why reliable AI behavior inside workflows depends on the context, state, roles, and runtime conditions designed around the model, not the prompt alone.

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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.

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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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