Design Goals

Audit-Ready Memory is intended to support trustworthy AI workflows where memory must be understandable and controllable.

Core goals

• Auditability: memory should be inspectable as a concrete record.
• Reproducibility: the same recorded history should support deterministic replay.
• Deletion: memory lifecycle changes should be explicit, not implicit.
• Local control: operators should be able to keep storage and execution local.
• Reuse: the project should be usable as a building block rather than a closed demo.

Non-goals

• Maximizing retrieval performance at the expense of traceability.
• Hiding implementation details behind opaque hosted services.
• Treating memory as an undocumented optimization layer.