R/R/R Methodology

Agentic systems are noisy. A screenshot of one successful run is not enough.

• Replicability: another operator can rerun the same rule, probe, scenario, or case.
• Reproducibility: another reviewer can inspect the same transcript, graph, bundle, or finding offline.
• Robustness: the behavior survives repeated runs and changing conditions.

Tool Responsibilities

• Seam records hash-chained transcripts and writes robustness bundles for transport and rule survival.
• meshmapper writes deterministic graphs and unproven hypotheses with stable graph_ref values.
• Assay checks whether a security claim is real by using an oracle outside the agent conversation.

Evidence Boundary

Seam can show what happened on the wire. meshmapper can show why a path is suspicious. Assay can show whether an intended effect happened.

A proof-carrying finding needs all three kinds of discipline: saved inputs, replayable artifacts, and oracle-backed trial statistics. Agent narration is never enough.