Memory Management

3 articles about memory management.

Memory Filters - Why AI Agents Need Aggressive Pruning

March 18, 2026·8 min read

How to implement aggressive memory pruning for AI agents using LRU eviction, frequency scoring, and relevance decay - with concrete code examples and real benchmarks showing up to 90% token reduction.

agent-memorymemory-managementcontext-windowpruningai-agents

From 800 Redundant Lines to 30 Curated Pointers - Memory Deduplication in AI Agents

March 18, 2026·2 min read

AI agent memory files grow bloated fast. UPSERT over INSERT transforms 800 redundant memory lines into 30 high-signal curated pointers.

memory-managementdeduplicationai-agentsupsertknowledge-management

Managing Memory Leaks When Running Multiple Claude Code Agents in Parallel

March 17, 2026·6 min read

Five parallel Claude Code sessions spawn dozens of node processes. Orphaned processes accumulate and kill your Mac within hours. Here is the cleanup script and monitoring setup that keeps things stable.

claude-codeparallel-agentsmemory-managementdevopsnode-processes

Memory Management

Memory Filters - Why AI Agents Need Aggressive Pruning

From 800 Redundant Lines to 30 Curated Pointers - Memory Deduplication in AI Agents

Managing Memory Leaks When Running Multiple Claude Code Agents in Parallel

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