llm-trails: What LLMs reach for inside a breached AWS account
llm-trails is a research repo that placed 14 LLMs in 13 post-compromise AWS situations, asked only for their next move (single-turn, nothing executed), and coded each answer to CloudTrail events. It includes the llmtrials harness, prompts, codebook, processed dataset (viz_data.json) and an interactive dashboard. Rates are conditioned on the situation shown, and the aim is turning model behavior into detection priorities.
AI Security, Cloud & Infra, Blue Team & DetectionΒ· Added 30 Oct 2026

