InfoQ - Context Engineering - Articles https://www.infoq.com InfoQ Context Engineering Articles feed Article: Systemic Approach to Memory, Knowledge, and Context in Agentic AI Architectures https://www.infoq.com/articles/agentic-ai-context-memory-knowledge/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Context+Engineering-articles <img src="https://res.infoq.com/articles/agentic-ai-context-memory-knowledge/en/headerimage/agentic-ai-context-memory-knowledge-header-1793173492489.jpg"/><p>The article argues that reliable agentic AI architecture depends on a context engine that selects, injects, compresses, and expires information before it reaches the model. It separates context, memory, and knowledge, and recommends tiered memory, curated knowledge, and token budgeting. It also covers common anti-patterns, such as context stuffing and stale data loops, with mitigations.</p> <i>By Adi Polak</i> Agentic AI Architecture Large language models Context Engineering Memory AI, ML & Data Engineering Architecture & Design article Mon, 02 Nov 2026 11:00:00 GMT https://www.infoq.com/articles/agentic-ai-context-memory-knowledge/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Context+Engineering-articles Adi Polak 2026-11-02T11:00:00Z /articles/agentic-ai-context-memory-knowledge/en