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Tech Radar Digest November 2026: Agentic Memory Architecture, Consolidation Pipelines & Context Window Economics Answer-First: The November 2026 Tech Radar establishes governed agentic memory as the production battleground for AI agent swarms. The adopted pattern is a four-tier memory taxonomy (working / episodic / semantic / procedural) backed by hybrid vector+graph retrieval, an asynchronous consolidation pipeline with dedup-conflict-decay stages, and a hard token-budget governor capping memory replay at 15–20% of the context window — cutting swarm token spend 4.2x while holding retrieval precision at 0.91. ...

Tech Radar: Agentic Memory Architecture: Episodic vs Semantic Stores, Consolidation Pipelines & Context Window Economics for Production Agent Swarms Answer-First: Production AI agent swarms in 2026 bottleneck on memory rather than reasoning capabilities. High-scale architectures implement a governed four-tier memory store—working, episodic, semantic, and procedural—anchored by hybrid vector-graph retrieval, asynchronous dedup-decay consolidation pipelines, and token-budget governors capping replay at 15–20% of context capacity, cutting token expenditure 4.2x while preserving 0.91 retrieval precision across multi-turn sessions. ...