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#architecture

2 posts

Feb 20, 2026 · 13 min read

The 3 layers of AI memory (and why most tools still stop at layer 2)

Local memory, product memory, shared memory: a framework for understanding what your AI tools remember, what they forget, and what's missing.

Feb 12, 2026 · 6 min read

5 MCP servers every engineering team should run in 2026

Model Context Protocol is how AI tools connect to your stack. Here are the 5 servers that turn Claude, Cursor, and your agents from smart-but-clueless into context-aware teammates.

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