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webtau
WebTau (web test automation) is a testing API, command line tool and a framework to write unit, integration and end-to-end tests. Test across REST-API, WebSocket, GraphQL, Browser, Database, CLI and Business Logic with a consistent set of matchers and concepts. REPL mode speeds-up tests development. Rich reporting cuts down investigation time.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
For scenarios like yours I also tend to do black box testing. I maintain testing framework called webtau (https://github.com/testingisdocumenting/webtau) and I use it to test a variety of apps. Webtau uses Java or Groovy language to write tests. I use it to test apps written in python/go/java/typescript/etc. The beauty of black box testing is you don't care what tech was used to write the software.