Born for notes, not for engineering
- Completion-first agent loop, repeated calls blocked
- Library Graph local retrieval, no embedding API or vector DB
- DeepSeek-compatible and cache-friendly, cost visible in chat
- Replaceable models, locked to no expensive vendor