全量同步完成后，系统自动对齐启动点位（Checkpoint），开启基于 Binlog 或 Kafka 消息流的增量同步任务，实现实时数据追加。支持动态扩缩容与资源调度，适应业务高峰期负载变化，保障低延迟、高可用的数据同步链路。
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With respect to Rust, working with agents and seeing how the agents make decisions/diffs has actually helped me break out of the intermediate Rust slog and taught me a lot about the ecosystem by taking on more ambitious projects that required me to research and identify effective tools for modern Rust development. Even though I have technically released Rust packages with many stars on GitHub, I have no intention of putting Rust as a professional skill on my LinkedIn or my résumé. As an aside, how exactly do résumés work in an agentic coding world? Would “wrote many open-source libraries through the use of agentic LLMs which increased the throughput of popular data science/machine learning algorithms by an order of magnitude” be disqualifying to a prospective employer as they may think I’m cheating and faking my expertise?