#deployment

机器辅助翻译草稿 (Chinese) for "CI/CD": Continuous Integration / Continuous Delivery — a set of software engineering practices and tools that automate the process of testing, building, and deploying code changes. CI automatically validates every commit; CD deploys validated code to production frequently and reliably without manual intervention.

“示例草稿: The team ships 20 times a day safely because their CI/CD pipeline catches regressions automatically.”

机器辅助翻译草稿 (Chinese) for "DevOps": A set of practices, tools, and cultural philosophies that unite software development (Dev) and IT operations (Ops) teams. DevOps breaks down silos, automates repetitive tasks, and instills shared responsibility for the full software lifecycle from code to production monitoring.

“示例草稿: After adopting DevOps, their release cycle went from monthly to daily.”

机器辅助翻译草稿 (Chinese) for "Inference": The act of running a trained machine learning model on new input data to generate predictions or outputs. Inference is distinct from training — it is the "serving" phase where the model is used in production, and its speed and cost are critical for real-world applications.

“示例草稿: Inference latency dropped from 2 seconds to 200ms after switching to a quantized model.”

Pull-Based Deployment 是 GitOps 术语，用来说明 a deployment model where an in-cluster agent pulls desired state from source. 它帮助团队、人和代理比较声明的源状态与正在运行的系统，再按证据行动，不把部署说成比实际更多。 来源: OpenGitOps principles; Flux documentation.

“团队午饭前用了 Pull-Based Deployment，发布就没有系着松鞋带冲进生产环境。”

Push-Based Deployment 是 GitOps 术语，用来说明 a deployment model where an outside system pushes changes into the runtime. 它帮助团队、人和代理比较声明的源状态与正在运行的系统，再按证据行动，不把部署说成比实际更多。 来源: OpenGitOps principles.

“团队午饭前用了 Push-Based Deployment，发布就没有系着松鞋带冲进生产环境。”