How to Fix AI "amnesia": a Visual Vault for Context
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Dec 18, 2025 at 8:14 AM EST
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I’ve been using AI daily, but my biggest frustration is what I call the "Context Gap." Valuable ideas and prompt chains always get lost in the endless scrolling of chat history or scattered across random text files. It feels like we are just "spending" effort instead of "investing" in logic we can actually reuse.
To fix this, I’m building Stratum. Think of it as a Conversation Vault—a visual workspace where prompts aren't just messages, but persistent assets you can connect and build upon.
Link video: https://youtu.be/jqLXEYoc7pU
How it changes the workflow:
Visual Architecture: Instead of a long chat thread, you see your logic as a map (nodes).
Reusable Context: You can save specific data (like your coding style or project docs) as "nodes" and plug them into any new conversation instantly.
Stop Repeating Yourself: Build a complex workflow once, save it in the vault, and trigger it whenever you need it.
I’ve attached a quick video showing how I use it to organize my AI workflows. I’m currently in the development phase and would love to get your honest thoughts:
Does a visual "map" of your thoughts feel more intuitive to you than a standard chat box?
What’s the one feature that would make you move your prompt library into a tool like this?
Thanks for watching and for any advice!