ai-memory project releases update to unify context for AI coding agents

The ai-memory project has released version 3.1.1, introducing a unified memory solution designed to address context fragmentation in AI coding development. As developers increasingly use various AI tools, such as Claude Code and OpenAI Codex, they often face a loss of continuity when switching between different agents or projects.

This update enables cross-agent functionality, allowing users to maintain workstreams across more than twenty supported agents. The system uses markdown files for memory storage, facilitating easy editing and manipulation. Key features include session carrying, which preserves work history during agent transitions, and project profiling to communicate user habits to new repositories. Additionally, the project supports multi-user environments where teams can access shared knowledge while maintaining private personal handoffs.