3 posts
In 2026 agent memory is a layer separate from the context window. Short/long-term memory, Letta, Mem0, Cognee and KVKK-compliant production design.
The number-one cause of AI agent failure is memory. A field guide to short/long/graph memory architectures, multi-scope patterns, LangGraph, and KVKK-compliant retention for 2026.
What makes agents powerful is not the model but memory. Four memory types, the orchestrator-worker architecture, computer-use agents, and human-in-the-loop design under KVKK.