Introduction: Problem, Context & Outcome Engineering teams aim to ship features faster while keeping systems stable and secure. However, deployments still break, recovery takes too long, and communication gaps persist between development and operations. Although automation tools exist, outcomes remain uneven because teams lack a shared, end-to-end DevOps execution model. Today, organizations demand speed, scalability,…

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