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Technology / Prompt Engineering

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  • Structured Outputs vs. Function Calling vs. JSON Mode: A Benchmark With Actual Production Data
    Technology / Prompt Engineering

    Structured Outputs vs. Function Calling vs. JSON Mode: A Benchmark With Actual Production Data

    May 22, 2026Article

    I had three ways to get structured output from an LLM. I had actual production data to test against. I benchmarked all t

    Read more →
  • Stop Calling It Prompt Engineering. Call It What It Is: Interface Design.
    Technology / Prompt Engineering

    Stop Calling It Prompt Engineering. Call It What It Is: Interface Design.

    May 19, 2026Article

    A health-tech team shipped an AI clinical-note summarizer with a plaintext prompt exposed directly to clinicians; daily

    Read more →
  • I Built One UX, Three Models: What Actually Changes Between OpenAI, Claude, and Gemini
    Technology / Prompt Engineering

    I Built One UX, Three Models: What Actually Changes Between OpenAI, Claude, and Gemini

    Apr 16, 2026Article

    I implemented the same coding assistant UX on OpenAI, Anthropic, and Google, keeping the interface identical while adapt

    pocdevbenchmark
    Read more →
  • Prompting Is a System Property: Designing Evaluation-First Prompt Architectures for Enterprise Apps
    Technology / Prompt Engineering

    Prompting Is a System Property: Designing Evaluation-First Prompt Architectures for Enterprise Apps

    Apr 16, 2026Article

    Prompt tweaks in production quietly degraded a regulated workflow because there was no evaluation harness. This article

    designchallenge
    Read more →

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