budmem

To persist learnings across CLI sessions, use a command-driven memory workflow that loads long-term context from MEMORY.md at session start and saves daily captures to memory/ for quick reuse. This ensures development context continuity across projects.

Organizing long-term memory by service involves tagging and structuring learnings for specific services like budapp, budadmin, or budcluster, applying deduplication and fast search to keep project knowledge structured and easily retrievable.

Yes, you can promote daily session logs to long-term memory using command-based memory management. This workflow captures daily learnings and selectively promotes validated entries to persistent long-term storage.

Yes, this memory management approach works without external dependencies. It relies on standard markdown files like MEMORY.md and local memory/ directories to store and retrieve session context without requiring additional packages.

You can clean up and deduplicate memory entries across development projects using built-in flush and clean commands. These commands remove redundant learnings and maintain a streamlined long-term memory store for fast search.

Session memory persistence is needed when development teams require context continuity across multiple sessions and projects. It prevents knowledge loss by capturing daily learnings and retaining them for quick reuse in future development work.