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LLM Evaluation

2 articles tagged LLM Evaluation.

  1. · Software Architektur im Stream · 4 min read

    AI Code Generation Requires Industrial-Grade Evaluation Harnesses

    Randy Schaup argues that LLMs shift software engineering from manual coding to harness design. Enterprises must adopt deterministic static analysis and automated evals to match machine-speed code production, mirroring semiconductor and pharmaceutical manufacturing standards.

  2. · The InfoQ Podcast · 6 min read

    Production-Ready AI Agents: Architecture, Evaluation, and Cost Strategy

    Enterprise AI adoption is shifting from experimental prototypes to production-grade autonomous agents. This analysis outlines strategic frameworks for model-driven architectures, continuous evaluation, runtime guardrails, and cost optimization. Leaders learn how to transition engineering mindsets, implement observability, and deploy long-running agentic harnesses for scalable automation.