ai annotation architecture blog ci concurrency container context database debug docker encoding engineering error eval generic git golang http https influxdb innodb java javascript jenkins k8s lambda memory-leak metaclass metrics microservice mock mysql network nginx partitions patch pipeline protocol proxy python react reflect security ssl sync tcp thread throughs timezone tls traefik ubuntu unittest virtualenv virtualenvwrapper