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Stop dumping raw chat logs into a vector DB and calling it memory. That is a landfill with a search index. Real long-term recall needs two tiers: a markdown scratchpad for the hot state you need *now* and a deduplicated SQLite store for the patterns you need *later*. The deduplication s...