AI
LLM governance that product teams actually follow
Practical patterns for evaluation, red-teaming, and human review without blocking innovation.
8 min readWaniaSol
Start with clear use-case boundaries and measurable quality bars. We co-design evaluation sets with domain experts before writing production prompts.
Logging and tracing for LLM calls are non-negotiable. We standardize on structured outputs and schema validation at the edge.
Human-in-the-loop flows and escalation paths keep customer trust high while automation scales.