Resources
Resources
Writing on memory, RAG, agents, and MCP. Setup guides follow when delivery surfaces exist.
Blog
Persistent memory for the AI tools you already use
You should not have to pick one chat app forever to keep context. Memory should travel with you across Claude, ChatGPT, Cursor, and agents.
2026-08-12 · 2 min
Build in public: teaching memory not to fabricate answers
A plain look at a hard product problem: when memory is incomplete, the system should say so, not invent a confident story.
2026-08-10 · 2 min
What MCP is, and why it matters for agent tooling
The Model Context Protocol is a standard way for AI tools to connect to external context and capabilities. Here is why that matters for memory.
2026-08-08 · 2 min
Why AI agents lose context between sessions, and what to do about it
Agents do not forget because they are careless. They forget because session state is ephemeral by default. Persistent memory is the missing layer.
2026-08-06 · 2 min
How AI memory tools actually work, and how they differ from RAG
Retrieval-augmented generation finds passages. A memory layer maintains a living model of what matters across time. Here is the practical difference.
2026-08-04 · 3 min
Guides
Coming as the product opens.
Intended delivery is MCP. Surfaces are in development — not live.