Tool Review discover ai-research-trends
Production LLM Observability: Tracing, Hallucination Detection, and Cost Governance
Deep-dive guide to instrumenting generative AI in production: end-to-end tracing with Langfuse, automated hallucination scoring in CI/CD, and token budget governance to prevent margin erosion.
F
FroznLabs Research & Systems Team • Jan 28, 2026 • 13 min Tool Review discover ai-research-trends
Production LLM Observability: Tracing, Hallucination Detection, and Cost Governance
Deep-dive guide to instrumenting generative AI in production: end-to-end tracing with Langfuse, automated hallucination scoring in CI/CD, and token budget governance to prevent margin erosion.
F
FroznLabs Research & Systems Team • 13 min