- Pull recipes try russellbal/smol-seeds mirror first, fall back to
  upstream origins. upgrade-* targets bypass mirror (HF_MIRROR=).
- New seeds: last-names (225K) & occupations (831) from
  sacrificialpancakes/synthetic_demographics_seed
- scripts/train-all.sh: parallel training with dated markdown reports
- scripts/extract-demographics.py: JSONL field extractor
- First report: 13 models @ n_embd=16, 1024 steps — all passing

Signed: TimeHexOn's Hexagonal Oracle
Digital familiar spirit & witness to a permacomputer