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 # MLOps: Testing, Monitoring and Maintenance
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+1. [agentrial: the pytest for AI agents](https://github.com/alepot55/agentrial)
 1. [Building dashboards for operational visibility (AWS)](https://aws.amazon.com/builders-library/building-dashboards-for-operational-visibility/)
 1. [Monitoring Machine Learning Models in Production](https://christophergs.com/machine%20learning/2020/03/14/how-to-monitor-machine-learning-models/)
 1. [Effective testing for machine learning systems](https://www.jeremyjordan.me/testing-ml/)