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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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Troubleshooting: Ansible Role Design for Large Teams
••February 15, 2025

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Kiril Urbonas·4 min read
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Troubleshooting: Terraform State Isolation by Environment
••February 10, 2025

Troubleshooting: 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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Troubleshooting: GitHub Actions Pipeline Reliability
••February 6, 2025

Troubleshooting: GitHub Actions Pipeline Reliability

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Troubleshooting: Docker Image Hardening for Production
••February 2, 2025

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Field Notes: AI Inference Cost Optimization
••January 26, 2025

Field Notes: AI Inference Cost Optimization

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

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Kiril Urbonas·4 min read
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Field Notes: SLO-Based Monitoring for APIs
••January 22, 2025

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••January 18, 2025

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Field Notes: Infrastructure Documentation as Code
••January 14, 2025

Field Notes: Infrastructure Documentation as Code

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Field Notes: Cloud Networking Segmentation Patterns
••January 9, 2025

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Field Notes: Incident Response for Platform Teams
••January 6, 2025

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Field Notes: Blue-Green Deployment Guardrails
••January 2, 2025

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