Memory Management

You get persistent storage for successful patterns, semantic search across past work, and the ability to share knowledge between agents. The workflow is straightforward: check memory before starting tasks, store what worked, consolidate periodically. It's overkill for one-off scripts but makes sense if you're running agents that should learn from previous sessions or need to avoid solving the same problem twice. The CLI covers the basics with store, search, and export commands, plus you can initialize HNSW indexing separately if you want the speed boost.