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Add ai to DevOps without drama: structured events, right-sized models, CI/CD hooks, solid guardrails, and observability that keeps costs and incidents unde
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Practical cloudops playbook: guardrails, Git-managed infra, actionable observability, cost as a feature, and policy-as-code. Fewer incidents, calmer on-cal
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Practical guardrails, versioning, observability, and Kubernetes patterns to run ai reliably, cut costs by 47%, and avoid pager drama with clear metrics and
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Practical DevOps playbook for microservices: crisp service boundaries, contract versioning, K8s guardrails, observability, resilient timeouts, and safe can
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Concrete Terraform patterns that cut apply times, isolate state, lock down secrets, and add guardrails—netting 37% fewer incidents in 90 days without drama
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Pragmatic configs, guardrails, and metrics to run ai like any service: fast, safe, and affordable—without adding pager noise or strangling developer veloci
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Practical docker tuning: smaller images, shared buildx caches, pinned bases, signed artifacts, and Kubernetes-friendly defaults—cut build time by 63% witho
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