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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: Multi-Cluster Traffic Routing Strategies
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Operational Checklist: Multi-Cluster Traffic Routing Strategies

Multi-Cluster Traffic Routing Strategies. Practical guidance for reliable, scalable platform operations.

KU
Kiril Urbonas·4 min read
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Pulumi vs Terraform Deep Dive: Choosing the Right IaC Tool
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Pulumi vs Terraform Deep Dive: Choosing the Right IaC Tool

Compare Pulumi and Terraform for infrastructure as code. Learn when to use each tool based on your team and requirements.

KU
Kiril Urbonas·3 min read
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Operational Checklist: Kubernetes Secrets and External Vault Integration
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Operational Checklist: Kubernetes Secrets and External Vault Integration

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Kiril Urbonas·4 min read
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Kiril Urbonas·4 min read
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Terraform Modules Best Practices: Building Reusable Infrastructure
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Kiril Urbonas·4 min read
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Kiril Urbonas·4 min read
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Learn shell scripting best practices for writing maintainable, secure, and efficient bash scripts.

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Kiril Urbonas·4 min read
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Operational Checklist: RAG Retrieval Quality Evaluation
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File System Optimization: Improving Disk Performance
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Kiril Urbonas·4 min read
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Operational Checklist: Prompt Versioning and Regression Testing
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Kiril Urbonas·4 min read
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