Content Filtering, full-stack engineering, data-leakage failure modes, LLM application work, red-teaming guardrail evaluation tooling, PyRIT, model-output validation, NeMo Guardrails, Garak, ML evaluation, bias fairness evaluation methodology, Guardrails AI, Ragas, TruLens, Promptfoo, Llama Guard