Deep tracing
AssessTechniques
Fine-grained tracing used to inspect execution paths and diagnose regressions in complex systems.
Why it's here
Placed in Assess: 1 article(s) of evidence from 1 source(s), led by framework updates, with 1 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.
Evidence (1)
- 5InfoQ·10/5/2026framework_updateBuilding Reusable Evaluation Frameworks for Agentic AI
Susan Chang describes how Elastic moved from scattered, ad hoc agent evaluations to a unified framework designed for production use. The approach combines LLM-as-a-judge with deterministic rules, connects Python-based evaluation workflows to TypeScript production systems, and adds deep tracing to detect regressions in complex RAG and cybersecurity workloads.