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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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Recent content

Lesson 16: The Eval Case Intake Process

3d

Lesson 15: Writing Your First Golden Eval Cases

6d

Lesson 14: Designing the Golden Dataset Schema

10d

Lesson 13: Why AI Outputs Need Eval Cases, Not Unit Tests

13d

Lesson 12: Baseline Measurement — How the System Fails Today

17d

Lesson 11: End-to-End Testing Across All Components

20d

Lesson 10: Wiring the Full Pipeline Together

24d

Lesson 9: Building the ResponseFormatter

27d

Lesson 8: Building the CriticAgent

31d

Lesson 7: Building the SynthesisAgent

34d

Lesson 6: Building the QueryUnderstandingAgent

38d

Lesson 5: Reranking — Improving on Raw Retrieval Order

41d

Topics

AI reliability engineering Retrieval precision Entity extraction Software testing Data validation

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AI engineers ML engineers software engineers Python developers software developers AI reliability engineers Technical founders RAG system architects

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