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Uteke

Comparison thumbnail: three dark panels side by side, the middle edged in teal, beside the headline model in the loop or search only

Supermemory vs OpenMemory vs Uteke: agent memory compared

Dark thumbnail with cyan constellation art: a dozen memory systems a month, filter don't adopt. Pills: demand public receipts, traceable not black box, forgetting is a feature.

A Dozen Memory Systems a Month: Four Tests Before You Adopt One

Dark thumbnail with amber network art: semantic alone 5 of 9, with keywords 9 of 9. Pills: vectors find meaning, FTS5 finds exact tokens, fusion no mode to pick.

Semantic Search Alone Found 5 of 9. With Keywords: 9 of 9.

Dark thumbnail with teal waveform art: 1M context is here, it's not memory. Pills: long context degrades past 512k, real working set 50-75k tokens, agent sessions eat 48-52GB RAM.

1M Context Is Not Memory: What the Qwen4 Hype Thread Gets Wrong

Dark thumbnail with cyan network art: saved AI notes rot fast, some knowledge doesn't have to. Pills list what survives: reasons, inputs, queryable notes.

Your AI Notes Are Rotting: What a r/LocalLLaMA Thread Gets Right

Agent memory benchmark field guide thumbnail: LongMemEval headline with recall pills on a dark memwall background

LongMemEval and Agent Memory Benchmarks, Read Honestly