Source record

Published by Cole Medin (YouTube) (T2 source). The original is at https://www.youtube.com/shorts/JETG-4MmihY.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

The video presents a method to make AI agent memory persist across different coding assistants such as Claude Code, Codex, and Pi, so accumulated context is not lost when switching tools.

A practitioner demonstration of a cross-tool memory layer aimed at a recurring friction point: context vanishing when agents are swapped. Worth a look for anyone juggling multiple assistants.

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