I've been building SHENRON for a while — a polymorphic adversarial simulation framework that generates inert adversarial-shaped telemetry for detector and governance testing.

Last week I wired up real stealth scoring. Today I ran the apt_kill_chain scenario end to end and validated it against the full detection expectation suite. Here's what happened.

What SHENRON Is

SHENRON doesn't execute attacks. It simulates the shape of attacks — the behavioral signatures, telemetry patterns, and detection opportunities that real adversarial techniques produce, without the capability.

A layer is a self-contained behavioral simulation module with its own telemetry schema, ATT&CK mappings, and detection validation expectations. Each layer emits synthetic JSONL artifacts representing what a technique looks like to a detection system — nothing executable, nothing functional.