#observability
- Beyond Behavioral Scanning: Augmenting Garak with Mechanistic Persona Monitoring
Bridging the gap between knowing that an LLM failed a red team probe and understanding how — by integrating Anthropic's Assistant Axis research into Garak vulnerability scanning.
- Red Teaming on a Budget: Garak + Ollama + AMD RDNA2
A practical guide to LLM vulnerability scanning with Garak and Ollama on AMD hardware with ROCm 6.3 — because constraint is the mother of flexibility.