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Ansible and Infrastructure as Code: Idempotency and Best Practices

Write Ansible playbooks that are idempotent, readable, and maintainable for config management.

InfrastructureAnsibleTerraformDocker
KU
Kiril urbonasDevOps Engineer and AI Enthusiast
|Mar 5, 2026
Ansible and Infrastructure as Code: Idempotency and Best Practices

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Monitoring190Security107Kubernetes79AWS76Terraform72Python65CI/CD58LLM51Ansible50Linux50

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End-of-Week Engineering: Why Smart Tech Teams Don’t Ship Major Changes on Friday
••5 days ago

End-of-Week Engineering: Why Smart Tech Teams Don’t Ship Major Changes on Friday

A practical risk-management framework for release timing, Friday deployment policies, progressive delivery, and how elite teams protect reliability and people.

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Kiril Urbonas·5 min read
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Kubernetes Cost Optimization for Teams: FinOps Tactics That Actually Work
••6 days ago

Kubernetes Cost Optimization for Teams: FinOps Tactics That Actually Work

Cut Kubernetes spend without hurting reliability using a practical FinOps playbook for rightsizing, autoscaling guardrails, showback, and weekly waste cleanup.

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Kiril Urbonas·5 min read
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SRE Error Budgets in Practice: Shipping Fast Without Burning Reliability
••last week

SRE Error Budgets in Practice: Shipping Fast Without Burning Reliability

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Kiril Urbonas·2 min read
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Kiril Urbonas·2 min read
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Kiril Urbonas·2 min read
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Azure DevOps Best Practices in 2026: Build Pipelines You Can Trust

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AI Best Practices in 2026: Shipping Reliable Systems, Not Demo Magic
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Kiril Urbonas·4 min read
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AI Best Practices for Engineering Teams: From Prompt Experiments to Platform Discipline

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Kiril Urbonas·4 min read
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Operational Checklist: AI Inference Cost Optimization
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AI Inference Cost Optimization. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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Operational Checklist: SLO-Based Monitoring for APIs
••2 weeks ago

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Kiril Urbonas·4 min read
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Kubernetes Networking: Services, Ingress, and Network Policies
••2 weeks ago

Kubernetes Networking: Services, Ingress, and Network Policies

Understand Kubernetes networking: ClusterIP, NodePort, LoadBalancer, Ingress, and policy.

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Kiril urbonas·1 min read
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Operational Checklist: Secure Container Supply Chain Controls
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Operational Checklist: Secure Container Supply Chain Controls

Secure Container Supply Chain Controls. Practical guidance for reliable, scalable platform operations.

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