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Operational Checklist: AI Inference Cost Optimization

AI Inference Cost Optimization. Practical guidance for reliable, scalable platform operations.

KU
Kiril UrbonasAI & ML Engineer
|Feb 20, 2026
Operational Checklist: AI Inference Cost Optimization

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Monitoring183Security102AWS71Kubernetes69Terraform62Python60Linux50CI/CD49Ansible47LLM45

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Operational Checklist: SLO-Based Monitoring for APIs
••5 days ago

Operational Checklist: SLO-Based Monitoring for APIs

SLO-Based Monitoring for APIs. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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Operational Checklist: Secure Container Supply Chain Controls
••last week

Operational Checklist: Secure Container Supply Chain Controls

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

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Kiril Urbonas·4 min read
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Operational Checklist: Infrastructure Documentation as Code
••last week

Operational Checklist: Infrastructure Documentation as Code

Infrastructure Documentation as Code. Practical guidance for reliable, scalable platform operations.

KU
Kiril Urbonas·4 min read
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Infrastructure Cost Optimization: Reducing Cloud Spending
••2 weeks ago

Infrastructure Cost Optimization: Reducing Cloud Spending

Learn how to optimize infrastructure costs. Right-sizing resources, using reserved instances, and cost monitoring strategies.

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Kiril Urbonas·4 min read
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Operational Checklist: Cloud Networking Segmentation Patterns
••2 weeks ago

Operational Checklist: Cloud Networking Segmentation Patterns

Cloud Networking Segmentation Patterns. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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Multi-Cloud Infrastructure: Managing Resources Across Providers
••2 weeks ago

Multi-Cloud Infrastructure: Managing Resources Across Providers

Learn how to manage infrastructure across multiple cloud providers. Strategies for multi-cloud deployments and vendor lock-in avoidance.

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Kiril Urbonas·4 min read
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Operational Checklist: Incident Response for Platform Teams
••2 weeks ago

Operational Checklist: Incident Response for Platform Teams

Incident Response for Platform Teams. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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Disaster Recovery Planning: Building Resilient Infrastructure
••3 weeks ago

Disaster Recovery Planning: Building Resilient Infrastructure

Learn how to plan for disaster recovery in infrastructure. Backup strategies, failover procedures, and recovery testing.

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Kiril Urbonas·4 min read
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Operational Checklist: Blue-Green Deployment Guardrails
••3 weeks ago

Operational Checklist: Blue-Green Deployment Guardrails

Blue-Green Deployment Guardrails. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·3 min read
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Infrastructure Monitoring: Observability for IaC
••3 weeks ago

Infrastructure Monitoring: Observability for IaC

Learn how to monitor infrastructure deployed with IaC. Track changes, costs, and compliance.

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Kiril Urbonas·4 min read
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Operational Checklist: Infrastructure Drift Detection Workflow
••0 months ago

Operational Checklist: Infrastructure Drift Detection Workflow

Infrastructure Drift Detection Workflow. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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Ansible Playbook Optimization: Writing Efficient Playbooks
••last month

Ansible Playbook Optimization: Writing Efficient Playbooks

Learn how to optimize Ansible playbooks for better performance. Parallel execution, caching, and best practices.

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Kiril Urbonas·4 min read
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