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AI Engineering

2 articles tagged AI Engineering.

  1. · AI Engineering Podcast · 5 min read

    Production RAG Evaluation and Agentic Context Engineering

    An executive analysis of the shift from naive RAG to agentic systems, focusing on scalable ingestion, hybrid retrieval, and robust evaluation frameworks. Learn how to implement LLM-as-a-judge metrics, manage context engineering, and address the critical gap in production-grade AI reliability.

  2. · The InfoQ Podcast · 4 min read

    Maximizing AI Efficiency with BCE Architecture and Quarkus

    Engineering leaders can bridge the gap between AI proofs-of-concept and production by adopting the Boundary Control Entity pattern and Quarkus. This strategy reduces inference costs by up to 88%, eliminates hallucinations through spec-grounding, and ensures long-term maintainability via zero-dependency principles.