Tools Intermediate 1 minute read Updated 2026-06-28 UTC

Lineage DAG viewer

A browser-local demonstration of parentage, operators, evaluation evidence, release state, retirement, and rollback targets for model descendants.

Research statusEducational lineage viewer backed by model package and UAI source-memory rules Publication statePublished Reviewed byMichael Kappel Source reports3

Purpose

The lineage DAG viewer shows how ModelBreeder wants readers to think about descendants. A child model is not just “new weights.” It has parents, an operator, evidence, resource profile, approval state, rollback target, and lifecycle state.

Artifact ancestry

Sample lineage DAG

Choose a sample ecology and inspect parentage, operators, evaluation states, and retirement outcomes.

Static sample data

Minimum lineage record

pseudocode
STRUCT LineageNode
    artifact_digest
    parents
    operator
    operator_config_digest
    eval_suite_digest
    scorecard_digest
    resource_profile_digest
    approval_record
    rollback_target
    lifecycle_state
END STRUCT

The viewer uses sample data. A production implementation would read signed lineage records from the package registry.

How to use it

Select a sample lineage and click each node. The viewer shows the artifact digest placeholder, operator, lifecycle state, rollback target, and evidence bundle that should exist before any descendant is promoted. The point is not the visual itself; the point is the discipline that every active model or adapter should be explainable through ancestry, operator configuration, evaluation evidence, resource profile, owner, and retirement state.

Use this pattern when designing a file-backed registry: store the lineage as JSON, keep the large artifacts separate, hash every source package, and never delete retired nodes merely because they left active routing.

Source reports used for this guide

These reports are preserved verbatim in the site archive. The guide above is an editorial synthesis and may narrow, qualify, or reorganize claims from the source material.