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Hands On "AI Engineering"
Technology · English
Hands On "AI Engineering" publishes a technical series on building and evaluating AI reliability pipelines, covering topics like RAG evaluation, golden dataset construction, and pipeline orchestration. The content is intended for engineers and developers working on AI safety, testing, and system integration.
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Lesson 16: The Eval Case Intake Process
3dLesson 15: Writing Your First Golden Eval Cases
6dLesson 14: Designing the Golden Dataset Schema
10dLesson 13: Why AI Outputs Need Eval Cases, Not Unit Tests
13dLesson 12: Baseline Measurement — How the System Fails Today
17dLesson 11: End-to-End Testing Across All Components
20dLesson 10: Wiring the Full Pipeline Together
24dLesson 9: Building the ResponseFormatter
27dLesson 8: Building the CriticAgent
31dLesson 7: Building the SynthesisAgent
34dLesson 6: Building the QueryUnderstandingAgent
38dLesson 5: Reranking — Improving on Raw Retrieval Order
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