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Uteke

Dark network graph of scattered teal nodes converging into merged clusters, CodeCora thumbnail for agent memory consolidation post

Agent Memory Consolidation: Dedup, Contradictions, and Orphan Cleanup

Teal network shield on dark background: the encryption backdoor debate framed as an agent memory problem

The Encryption Backdoor Debate Just Became an AI Memory Problem

Dark editorial thumbnail: 1M tokens won't kill memory systems, with research pills on lost-in-the-middle, context rot, and reproducible benchmarks.

Why bigger context windows won't kill memory systems

107 of 108 identical. Benchmark reproducibility thumbnail with two overlapping waveforms merging into one bright point

We published our benchmark. Then we tried to break it.

Glowing teal memory-graph nodes cluster on the right of a dark navy banner, left side kept clean for the headline: Everyone Is Building Agent Memory Now

Everyone Is Building Agent Memory Now. Here's What the Wave Actually Proves.

Your agent keeps forgetting because you keep switching models - Qwen 3.8: 5 releases in 36 days. Uteke: 42ms recall.

Your Agent Keeps Forgetting Because You Keep Switching Models