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TLDR: I was using the wrong base image, this worked for me:

kind: KafkaConnect
spec:
  image: quay.io/strimzi/kafka:0.22.1-kafka-2.6.0
  logging:
    loggers:
      log4j.appender.CONSOLE: org.apache.log4j.ConsoleAppender
      log4j.appender.CONSOLE.layout: net.logstash.log4j.JSONEventLayoutV1
      log4j.rootLogger: INFO, CONSOLE

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@mathieux51
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@scholzj
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@mathieux51
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