Preventing Memory Drift and Optimizing Agent State Management in Complex Workflows

https://kilo-wiki.win/index.php/Mastering_Multi-Agent_AI_News:_Moving_Beyond_the_Hype_to_Real_Capability

As of May 16, 2026, the industry has shifted from simple single-model prompting to complex multi-agent architectures that struggle to remain stable under high load