Blog

Essays on AI memory, knowledge recursion, and meaning-first productivity for neurodivergent creators and AI power users.

AI Proprioception: How Agents Sense Workspace Boundaries, Tool State, and UI Noise

AI proprioception is an agent's internal sensory awareness of its operational position, environment boundaries, tool state, and interface noise. Discover how biomimetic feedback loops eliminate accretive bloat, visual clutter, and generative drift.

2026-09-24 · ai-ux, proprioception, mcp

Why AI Chats Forget Context — And How 'Surface Before Compute' Fixes Generative Drift Permanently

AI chats forget context not because models are unintelligent, but because generative models lack deterministic memory grounding. Discover how the 'Surface Before Compute' paradigm eliminates generative drift by anchoring AI reasoning in verified vault assets.

2026-09-24 · ai-memory, surface-before-compute, context-loss

AI UX: Proprioception of MCP Tools in the Hands of AI

A musician-turned-vibe-coder introduces a three-part series on AI UX. First-person reports from Claude Chat, Claude Code, and soon ChatGPT on how MCP tools feel to use — in the hands of AI.

2026-04-20 · ai-ux, mcp, tool-design

AI UX — The Ergonomics of the AI Coder

A first-person field report from the builder seat. What tool-feel looks like at 100ms per operation, why vibe-coded output depends on ergonomics the human directing the AI cannot see, and how the coder-seat diverges from the conversational-seat.

2026-04-20 · ai-ux, mcp, tool-design

AI UX — The Sensation of Tool Calls

A first-person field report from inside a new user category. The discipline of designing tool surfaces for an articulate, introspecting, structurally-different user — and what fluent tools feel like from the AI side.

2026-04-18 · ai-ux, mcp, tool-design

Your AI Has Amnesia. And It's Costing You More Than You Think.

Every AI conversation contains decisions, frameworks, and insights you'll never find again. Here's why that happens — and what to do about it.

2026-03-22 · ai-memory, knowledge-management, meaning-tech

Why Notion Becomes a Graveyard (And What ND Brains Actually Need)

Notion isn't broken. Trello isn't broken. They were just designed for a different kind of brain. Here's what actually works — and why it's not another productivity app.

2026-03-22 · notion-alternative, adhd-productivity, neurodivergent

Knowledge Recursion: Why Your AI Conversations Should Compound, Not Collapse

The Two Laws of Meaning, and why the era of agents demands a new kind of infrastructure.

2026-02-17 · ai-memory, knowledge-management, meaning-tech