Continuous Monitoring And Regression Detection For Deployed Apps

via “regression detection and quality trend tracking”

LLM testing platform with structured evaluations and regression tracking.

Unique: Implements statistical regression detection with configurable thresholds and effect size computation, enabling automated quality gates in CI/CD pipelines that block deployments when model updates cause statistically significant performance drops

vs others: More rigorous than simple pass/fail comparisons because it uses statistical analysis to distinguish signal from noise, but requires careful baseline management and sufficient test volume to avoid false positives