Pruning
2 articles about pruning.
Compound Knowledge Across 100+ Sessions: 10% Signal, 90% Noise
·2 min read
After 100+ agent sessions, only 10% of stored memories are useful at retrieval time. The rest is noise. Aggressive pruning and relevance scoring are essential.
agent-memoryknowledge-managementsessionsretrievalpruning
Memory Systems Are Graveyards - Less Context, Better Reasoning
·2 min read
Most agent memory systems become graveyards of stale data. Aggressive memory pruning leads to better reasoning because the model focuses on what actually
agent-memorypruningcontext-windowreasoningai-agents
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