News | Joshua Berkowitz

2 Articles

AI testing ×

How to Build AI Systems You Can Trust: A Guide to Reliability in Practice

The promise of artificial intelligence is everywhere, but true impact comes from AI systems that perform reliably in unpredictable, high-stakes environments. When AI fails in production, it can trigge...

AI governance AI reliability AI testing data quality MLOps model drift model monitoring observability

Oct 25, 2025

0 154

AI-Powered Mock APIs: Supercharging Testing with Docker and Microcks

Modern development demands more than cookie-cutter mock data. Test environments need to simulate real-world conditions, and static responses often fall short. By combining Docker Model Runner and Micr...

AI testing Docker integration testing LLM Microcks mock APIs OpenAPI test automation

Aug 4, 2025

0 1386

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