autonomous-offensive-llm-handbook

The model proposes, the code disposes A deterministic harness for autonomous offensive agents. The model remains probabilistic. The host application owns authorization, allowed actions, evidence records and acceptance. Replaying frozen inputs and policy can reproduce those control decisions; it...