Scale down memory limits and parallelization settings across CI build pipeline. Reduce heap from 8g to 4g, metaspace from 1g to 512m, worker count from 4 to 2, and CMAKE build parallel level from 8 to 4. Remove Gradle caching and update web export to use explicit NODE_OPTIONS for memory allocation. These optimizations reduce resource usage while maintaining stable builds.