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1. evidently

   1 16 7,892 8.2 Jupyter Notebook

   Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

   

   Project mention: Why Your Neural Network Fails Silently and How to Actually Debug It | dev.to | 2026-04-25

   Set up drift detection. Compare weekly distributions of model inputs against your training data baseline. Tools like Evidently make this straightforward.

2. AppSignal

   www.appsignal.com sponsored

   Monitoring that respects your time & budget. APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.

   

3. eurybia

   2 3 224 4.8 Jupyter Notebook

   ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

   

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Sponsored

Monitoring that respects your time & budget

APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.

www.appsignal.com

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