AI Blog

Posts tagged with RAG

July 15, 2026 Part 2 of 2 DeepEval for QA Engineers

Anatomy of a Real DeepEval Project: Test Cases, Goldens, and What Your LLM App Must Expose New

Structure a real DeepEval project: LLMTestCase anatomy, goldens vs test cases, versioned datasets, and the contract your LLM app must expose for evaluation.

DeepEvalLLM EvaluationRAGPytest

July 15, 2026 Part 3 of 2 DeepEval for QA Engineers

The DeepEval Metrics That Matter: A Ranked Guide for QA Practitioners New

A ranked guide to DeepEval metrics for QA: the RAG quartet, a custom G-Eval slot, situational picks, and how to read and calibrate judge scores.

DeepEvalLLM EvaluationEvaluation MetricsRAGG-Eval

March 08, 2026 Part 4 of 1 Context Engineering

Techniques for Efficient Context Usage: The Engineering Toolkit

Explore 11 proven techniques for managing LLM context efficiently, from prompt caching and compaction to RAG, sub-agents, and memory architectures.

Context EngineeringToken OptimizationRAGPrompt CachingAI Agents