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    #testing

    3 articles tagged testing.

    AI
    Sep 17, 2026

    I Rebuilt Our AI Agents on Kafka Instead of REST — Here's the Full Java Architecture

    REST between AI agents works until agent #4 shows up. The full Java/Spring topic design, the ReAct loop as a state machine, the free audit trail we didn't expect — and every code sample here actually compiles against real Spring Kafka and Spring AI, with the build log to prove it.

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    AI
    Jun 2, 2026

    Testing AI Applications: From Prompts to Production

    A complete testing strategy for LLM apps — unit-testing prompts, building eval pipelines, regression-testing quality, and load-testing AI endpoints.

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    AI
    May 24, 2026

    Evaluating RAG Systems: Metrics That Catch Real Failures

    You can't improve a RAG system you can't measure. The metrics that matter — faithfulness, relevance, context precision and recall — and how to build an eval loop.

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