Researchers evaluated the relevance of several RAG metrics by comparing scores from four libraries (Ragas, DeepEval, RAGChecker, Opik) against human evaluators and standard metrics using a question-an…
A developer evaluated six LLM-as-judge tools—DeepEval, Confident AI, Evidently, Braintrust, Promptfoo, and Future AGI—and found that none of them prioritize validating judge outputs against human labe…
A developer at a company building a contract-extraction agent using Pydantic schemas with Claude 3.5 Sonnet and GPT-4o/4.5 encountered three production failures that appeared unrelated but stemmed fro…
AI evaluations are essential for distinguishing working systems from broken ones, yet many companies ship AI into production without systematic quality checks, relying on 'vibe checks' instead. A four…
Mallikarjun G D and Daniele Caldarigi published Jenkins blog posts on May 26, 2026, detailing two GSoC 2026 projects extending the Jenkins ecosystem with AI chatbot plugins. G D's plugin adds an LLM-a…