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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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Cloud-Native Databases: Choosing the Right Database for Your Workload
••2 months ago

Cloud-Native Databases: Choosing the Right Database for Your Workload

Compare AWS database services including RDS, DynamoDB, and Aurora. Learn which database fits your workload.

KU
Kiril Urbonas·3 min read
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Operational Checklist: Ansible Role Design for Large Teams
••2 months ago

Operational Checklist: Ansible Role Design for Large Teams

Ansible Role Design for Large Teams. Practical guidance for reliable, scalable platform operations.

KU
Kiril Urbonas·4 min read
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Disaster Recovery in the Cloud: Backup and Recovery Strategies
••2 months ago

Disaster Recovery in the Cloud: Backup and Recovery Strategies

Learn how to implement disaster recovery strategies in AWS including backups, replication, and failover procedures.

KU
Kiril Urbonas·4 min read
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Operational Checklist: Terraform State Isolation by Environment
••2 months ago

Operational Checklist: Terraform State Isolation by Environment

Terraform State Isolation by Environment. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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Cloud Networking Fundamentals: VPCs, Subnets, and Routing
••2 months ago

Cloud Networking Fundamentals: VPCs, Subnets, and Routing

Learn AWS networking fundamentals including VPCs, subnets, route tables, and internet gateways. Build secure network architectures.

KU
Kiril Urbonas·4 min read
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Operational Checklist: GitHub Actions Pipeline Reliability
••2 months ago

Operational Checklist: GitHub Actions Pipeline Reliability

GitHub Actions Pipeline Reliability. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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AWS ECS vs EKS: Choosing the Right Container Platform
••2 months ago

AWS ECS vs EKS: Choosing the Right Container Platform

Compare AWS ECS and EKS for container orchestration. Learn when to use each platform based on your requirements.

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Kiril Urbonas·3 min read
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Operational Checklist: Docker Image Hardening for Production
••3 months ago

Operational Checklist: Docker Image Hardening for Production

Docker Image Hardening for Production. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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Cloud Security Best Practices: Securing Your AWS Infrastructure
••3 months ago

Cloud Security Best Practices: Securing Your AWS Infrastructure

Learn essential cloud security practices for AWS including IAM, encryption, and network security.

KU
Kiril Urbonas·4 min read
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Operational Checklist: Kubernetes Cluster Upgrade Strategy
••3 months ago

Operational Checklist: Kubernetes Cluster Upgrade Strategy

Kubernetes Cluster Upgrade Strategy. Practical guidance for reliable, scalable platform operations.

KU
Kiril Urbonas·4 min read
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Serverless Architecture Patterns: Building Scalable Applications
••3 months ago

Serverless Architecture Patterns: Building Scalable Applications

Learn serverless architecture patterns including event-driven, API Gateway, and step functions. Build scalable serverless applications.

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Kiril Urbonas·4 min read
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Architecture Review: AI Inference Cost Optimization
••3 months ago

Architecture Review: AI Inference Cost Optimization

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

KU
Kiril Urbonas·4 min read
Read article