chief-engineer
chief-engineer-ledger
Microfactory Node: 3D Printer (Lesson Ledger)
The compounding memory of Microfactory Node: 3D Printer, a small local Gemma that learns 3D
printing job by job. Each row is one durable lesson keyed to the conditions it was learned in.
The node retrieves from this ledger before every print, so job N+1 starts smarter than job N.
This is the knowledge that usually lives in one maker's head and dies with the shop. Here it
persists, and anyone can read it.
Project: Live ·
Code.… See the full description on the dataset page: https://huggingface.co/datasets/kylebrodeur/chief-engineer-ledger.chief-engineer-finetune-activity
Chief Engineer — fine-tune activity trace
A timestamped log of the LoRA fine-tune pipeline for Microfactory Node: 3D Printer
(Gemma 4 E4B): dataset generation, training, evaluation, quantization, and publishing to
HF Hub + ollama.com. One row per event.
Schema: timestamp, action, event, details.
Sibling: the build activity trace
kylebrodeur/chief-engineer-build-activity.
Project: node.microfactory.space ·
Code: github.com/kylebrodeur/microfactory-node.
chief-engineer-deliberation
Chief Engineer — Deliberation Traces
Turn-by-turn multi-persona deliberation from The Chief Engineer, a small local
Gemma agent built for the HF Build Small hackathon (Backyard AI). Where the
lesson ledger
records what the agent learned, this records how it reasons: the argument between
the personas on each job. It grows two ways: a reproducible static export
(make deliberation) and live turns logged on every run of the Space (gated on
HF_TOKEN; config + agent reasoning only… See the full description on the dataset page: https://huggingface.co/datasets/kylebrodeur/chief-engineer-deliberation.chief-engineer-field-log
Microfactory Node: 3D Printer (Field Log)
Every interaction on the live node
appends one row here: every build, second opinion, simulated print, iteration run, and recorded
outcome. It is the node's field notebook, written as people use it, so the craft keeps
accumulating past a single maker's bench. Logging is gated on a write token and silently does
nothing without it.
What is and isn't here
Job configuration and outcomes only. No personal data. No uploaded mesh… See the full description on the dataset page: https://huggingface.co/datasets/build-small-hackathon/chief-engineer-field-log.chief-engineer-build-activity
Chief Engineer — build activity trace
A timestamped log of building Microfactory Node: 3D Printer (HF Build Small hackathon):
restructures, bug fixes, deploys, and review passes. One row per event.
Schema: timestamp, action, event, details.
Sibling: the fine-tune activity trace
kylebrodeur/chief-engineer-finetune-activity.
Project: node.microfactory.space ·
Code: github.com/kylebrodeur/microfactory-node.
alpaca-chief-engineer-preliminary-design