Key takeaways
MCP sandbox keeps raw tool output out of the context window (~98% reduction), SQLite FTS5 retrieves on demand, and hooks preserve session state across compaction — treat the LLM as a code generator, not a data processor. ~17 platforms including Claude Code, Cursor, OpenCode.