Pre-Trained AI Models for DevOps Automation
How pre-trained AI models automate DevOps—CI/CD config, anomaly detection, automated testing and cost optimisation, with vendor comparisons and best practices.
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Blog posts in the Automation category
Policy-as-Code: Automating Multi-Cloud Compliance
Policy-as-Code automates governance across AWS, Azure and GCP, turning compliance rules into code enforced in CI/CD pipelines.
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Checklist for SOX-Compliant Disaster Recovery Plans
Checklist for building a SOX-compliant disaster recovery plan: set RTO/RPO, encrypt and replicate backups, automate monitoring and run regular tests.
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Ultimate Guide to Cloud Validation Testing
Practical guide to validating cloud systems: performance, security, scalability, test planning, automation and continuous monitoring to minimise risk.
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How To Build Scalable CI/CD Pipelines for Microservices
Build independent, automated CI/CD pipelines for microservices using Docker, Kubernetes and GitOps; employ contract testing, canary/blue‑green releases and dynamic scaling.
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Ultimate Guide to Spot Instance Scaling
Scale EC2 Spot Instances reliably and cut cloud costs with instance/AZ diversification, Auto Scaling capacity rebalancing, automation and CloudWatch monitoring.
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Optimising Multi-Cloud CI/CD for Scalability
Practical strategies to build scalable, cost‑efficient multi‑cloud CI/CD using IaC, Kubernetes, GitOps, observability and policy‑as‑code.
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Top 7 DevOps Metrics for Deployment Performance
Seven DevOps metrics that reveal deployment speed, quality and reliability: deployment frequency, lead time, change failure rate, MTTR, pipeline speed, success and error rates.
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Private Cloud Compliance: Logging Best Practices
Guide to logging in private cloud environments: what to log, retention, centralisation, automation, encryption and GDPR-compliant practices.
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How Real-Time Monitoring Improves CI/CD Pipelines
Real-time monitoring detects CI/CD failures instantly, enables canary rollbacks, reduces change failures and speeds troubleshooting for more reliable deployments.
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Canary Deployments with Istio: Best Practices
Guide to safe Istio canary rollouts: traffic splitting, monitoring with Prometheus/Grafana, automation with Flagger/Argo, and rollback tactics.
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How to Build KPIs for Cost Reporting
Define, measure and automate cloud cost KPIs—tagging, unit economics, baselines, forecasts and governance—to reduce waste and improve financial clarity.
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