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    DevOps Q&A's are automatically generated daily after 12:00 AM through our proprietary AI-assisted system. Just like humans, AI sometimes revisits similar questions — because new data or insights can lead to different answers. Purchase tags to help expand and support the Q&A Network.

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    How do progressive rollouts help reduce production deployment failures?

    Asked on Friday, Oct 31, 2025

    Progressive rollouts are a deployment strategy that helps reduce production deployment failures by gradually releasing changes to a small subset of users before a full-scale rollout. This approach all…

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    What are best practices for implementing trunk-based development?

    Asked on Thursday, Oct 30, 2025

    Trunk-based development is a source-control branching model that emphasizes continuous integration and frequent merging to the main branch, which enhances software delivery speed and reduces integrati…

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    How can build caching reduce overall CI execution time?

    Asked on Wednesday, Oct 29, 2025

    Build caching is a technique used in CI/CD pipelines to store and reuse previously built artifacts, which can significantly reduce overall CI execution time by avoiding redundant work. This approach i…

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    What’s a reliable strategy for managing state files in Terraform across teams?

    Asked on Tuesday, Oct 28, 2025

    Managing Terraform state files across teams requires a reliable strategy to ensure consistency, security, and collaboration. The best practice is to use a remote backend that supports locking and vers…

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