Platform

Components

Platform object	Responsibility
KnowledgeArtifact[T]	Shared identity, scope, lineage, review, and time
Composition protocols	Store, index, authorizer, serializer, resolver, and clock boundaries
Pipeline and Stage	Deterministic transforms and complete traces
EvaluationRun	Pinned corpus, configuration, model, and metrics
compile_configurations	Constraint-first selection among evaluated configurations
Portable bundle	Deterministic records, provenance, tombstones, manifest, and checksums
Dependency planner	Shared scoped inputs, completed receipts, and selective recomputation
Materialized view	Compatibility adapter for revision-delta refresh
Task comparison	Paired success, compliance, turns, tokens, and tool calls

Artifact flow example

Operation	Observable record
Parse source revision	Artifact with derived_from lineage
Commit with expected revision	New immutable revision or RevisionConflict
Replay source events	Projection with content-derived build ID
Evaluate configuration	Trial metrics, constraint failures, selected candidate

• Unified artifact model
• Composition contracts
• Portable knowledge bundles
• Living knowledge views
• Storage protocols
• Typed knowledge pipelines
• Long-horizon memory evaluation
• Evaluation and compilation