The justonce.ai blog

Name: justonce.ai
Author: justonce.ai

Ideas on personal memory, AI assistants, and never looking anything up twice.

2 July 20262 min read
What Is a Personal Memory Layer?
A personal memory layer is a single, secure, AI-organised home for the details of your life — what it is, how it differs from a notes app, and why it matters.
Personal KnowledgeMemory LayerOrganisation
Read article
24 June 20263 min read
How to Give Claude and ChatGPT a Persistent Memory
AI assistants forget everything between chats. Here is how the Model Context Protocol (MCP) lets Claude and ChatGPT remember your preferences and details permanently.
AI MemoryMCPClaudeChatGPT
Read article

Subscribe to the JustOnce blog

New posts on personal memory and AI assistants, straight to your inbox. No spam, unsubscribe anytime.