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Notes on durable context for LLMs — what's worth keeping, how assistants use a layer they can read, and what we're building.
A ChatGPT memory alternative you can read
ChatGPT's memory lives inside one product and you can't edit it as a file. The portable alternative: plain markdown every AI client reads and writes over MCP.
Read →How to give Claude persistent memory across sessions
Claude forgets everything when the chat ends. Connect it to a context layer over MCP and every session starts knowing your stack, your style, and your work.
Read →The cost of starting over
Every new chat begins from zero, so you retype the same background. A calmer way to work with AI assistants that don't remember you between sessions.
Read →What's worth keeping for your AI
Once your assistant can read a context layer, the real question is what to store in AI memory. Four kinds that earn their place, and what to leave out.
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