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Golden Sets: Create Small, Mighty Test Suites

Golden Sets: Create Small, Mighty Test Suites

  • Post author:Filip Lapiński
  • Post published:September 14, 2025
  • Post category:Evaluation & Guardrails

Practical approach to building effective representative test sets Create fast, reliable representative test sets that catch regressions and speed CI feedba

Continue ReadingGolden Sets: Create Small, Mighty Test Suites
Golden Sets: Create Small, Mighty Test Suites

Golden Sets: Create Small, Mighty Test Suites

  • Post author:Filip Lapiński
  • Post published:September 14, 2025
  • Post category:Evaluation & Guardrails

Golden Sets: Build Reliable Tests for Machine Learning Systems Create concise golden sets that catch regressions and ensure model quality—practical steps,

Continue ReadingGolden Sets: Create Small, Mighty Test Suites
How to Evaluate AI Quality Without a Research Team

How to Evaluate AI Quality Without a Research Team

  • Post author:Filip Lapiński
  • Post published:September 4, 2025
  • Post category:Evaluation & Guardrails

Practical Evaluation Framework for LLMs: Metrics, Tests, and Monitoring Practical, repeatable evaluation steps to measure LLM quality, reduce risk, and imp

Continue ReadingHow to Evaluate AI Quality Without a Research Team
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