---
title: What Is The Durable Artifact In A Dark Factory?
slug: what-is-the-durable-artifact-in-a-dark-factory
type: query
created: 2026-06-17
updated: 2026-06-17
status: active
tags:
  - query
  - durable-artifacts
  - dark-factory
sources:
  - 2389-dark-factory-dot-file-2026-03-09
  - strongdm-attractor-nlspec
  - jleechanorg-dark-factory-repo
  - dan-shapiro-you-dont-write-code-2026-02-13
related:
  - dot-pipeline
  - specs-vs-code
  - dark-factory
confidence: medium-high
contradictions:
  - Different sources emphasize different durable layers: DOT graphs, specs, validation systems, observability, or the whole factory.
bead_refs:
  - dark-factory-rr4
---

# What Is The Durable Artifact In A Dark Factory?

Short answer: the durable artifact is the factory definition, not just the generated code.

## Source-Specific Answers

- 2389 emphasizes the `.dot` file: the process graph is the product.
- StrongDM Attractor emphasizes NLSpecs for the LLM client, coding loop, and DOT runner.
- jleechanorg/dark-factory emphasizes `.dot` graphs plus `spec.md`, holdouts, scoring contracts, CXDB logs, and Healer diagnosis.
- Shapiro emphasizes validation infrastructure and operational knowledge that let humans stop reading every code change.

## Synthesis

`inference:` The durable artifact is a bundle:

- intent specs;
- executable process graphs;
- prompt and tool contracts;
- validation gates and holdouts;
- observability logs;
- repair and escalation policies.

Generated code matters, but it is downstream of the factory definition.