[tag]

#llm-agents

2 stories

[research]Jul 20, 2026By ByteBulletin Editor

Oracle: A New Framework for Long-Term Agent Memory and Personalization

Researchers propose Oracle, a memory system that lets AI agents maintain persistent, structured user profiles across sessions without retraining.

[research]Jul 10, 2026By ByteBulletin Editor

SwarmResearch: How LLM Coding Agents Collaborate on GitHub Issues

A new paper introduces a multi-agent framework where specialized LLM agents work together to autonomously resolve open-source software issues.