AI in DevOps: Reducing Recurring Incidents
AI reduces recurring DevOps incidents with predictive alerts, automated root-cause analysis, alert deduplication and self-healing.
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Blog posts in the Devops Management category
Behavioural Anomaly Detection: Use Cases in DevOps
Behavioural anomaly detection uses ML on logs, metrics and traces to detect infrastructure, performance and security issues in cloud-native DevOps.
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Cloud Cost Overruns: Prevention Tactics
Practical tactics—budgets, autoscaling caps, rightsizing, tagging and governance—to cut cloud costs 15–25%.
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How AI Improves CI/CD Tool Security
AI secures CI/CD pipelines with real-time code and log analysis, automated vulnerability scanning and remediation, fewer false positives and automated compliance.
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Kubernetes Preemption: Risks and Best Practices
Manage Kubernetes preemption risks—misconfigured priorities, affinity deadlocks and abrupt terminations—and use PriorityClasses, PDBs, ResourceQuotas and monitoring.
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Service Mesh vs. API Gateway: Cost Impacts
Compare API gateway and service mesh costs across infrastructure, scaling, licensing and operations to see which is more cost‑effective for your cloud setup.
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Ultimate Guide to CI/CD Compliance Scanning
Embed automated compliance scans into CI/CD to find issues early—shift-left checks, policy-as-code, SBOMs and layered SAST/DAST/SCA for UK regulatory readiness.
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Best Practices for CI/CD Feedback Loops
Actionable CI/CD guidance on automating tests, monitoring pipelines, shifting security left and improving collaboration to speed delivery and reduce failures.
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Why Energy Efficiency Matters in CI/CD Pipelines
CI/CD pipelines waste energy and money; optimise triggers, images, caching and scheduling to cut carbon emissions and cloud costs.
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Reducing Cloud Costs with KEDA Autoscaling
Save 25–40% on Kubernetes cloud spend with KEDA: event-driven autoscaling that scales to zero, integrates with HPA and cluster autoscalers to cut idle costs.
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Cross-Platform Patch Management: Best Practices
Unify patching for Windows, macOS, Linux and third-party apps: maintain an asset inventory, prioritise by CVSS, and automate testing and deployment for security and compliance.
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Spot Instances vs Preemptible VMs: Cost Breakdown
Compare AWS Spot Instances and Google Preemptible VMs: discounts, runtime limits, pricing and interruption risks to choose the best low-cost compute option.
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