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December 09, 2025
·
Chicago
Universal Context Layer
Demonstrating a unified context layer using Pinecone, embeddings, and Claude to manage long AI threads across Claude, Cursor, and Raycast.
Video
Overview
A unified context layer that makes long AI threads usable across tools. It stores key facts and conversation history in Pinecone, auto-compresses before token limits, and lets Claude retrieve the exact slice you need—decisions, constraints, summaries—without re-explaining threads.
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Tech stack