01Under construction
LLM testing
Functional behaviour, robustness, safety, consistency, and model-change regression.
Functional behaviour, robustness, safety, consistency, and model-change regression.
Datasets, rubrics, model graders, human review, thresholds, and experiment tracking.
Retrieval quality, grounding, citations, chunking, permissions, and freshness.
Prompt injection, data leakage, tool misuse, and layered mitigations.
Traces, token usage, latency, failures, feedback, and production diagnostics.
Practical QA copilots, test generators, review tools, and evaluation harnesses.