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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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Fine-tuning vs Few-Shot Learning: When to Use Each Approach
••5 months ago

Fine-tuning vs Few-Shot Learning: When to Use Each Approach

Compare fine-tuning and few-shot learning for adapting LLMs. Learn when to use each approach and their trade-offs in terms of cost, performance, and complexity.

KU
Kiril Urbonas·3 min read
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Architecture Review: Cloud Disaster Recovery Runbook Design
••5 months ago

Architecture Review: Cloud Disaster Recovery Runbook Design

Cloud Disaster Recovery Runbook Design. Practical guidance for reliable, scalable platform operations.

KU
Kiril Urbonas·4 min read
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AI Observability and Monitoring: Tracking Model Performance in Production
••5 months ago

AI Observability and Monitoring: Tracking Model Performance in Production

Learn how to monitor AI models in production. Track performance, detect drift, and ensure model reliability with comprehensive observability strategies.

KU
Kiril Urbonas·5 min read
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Architecture Review: AWS Cost Control with Tagging and Budgets
••5 months ago

Architecture Review: AWS Cost Control with Tagging and Budgets

AWS Cost Control with Tagging and Budgets. Practical guidance for reliable, scalable platform operations.

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Kiril Urbonas·4 min read
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Multi-Agent AI Systems: Building Collaborative AI Applications
••5 months ago

Multi-Agent AI Systems: Building Collaborative AI Applications

Learn how to build multi-agent AI systems where multiple AI agents collaborate to solve complex tasks. Architecture patterns and implementation guide.

KU
Kiril Urbonas·5 min read
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Architecture Review: Ansible Role Design for Large Teams
••5 months ago

Architecture Review: 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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Prompt Engineering Best Practices: Maximizing LLM Performance
••5 months ago

Prompt Engineering Best Practices: Maximizing LLM Performance

Master prompt engineering techniques to get better results from LLMs. Learn about few-shot learning, chain-of-thought, and advanced prompting strategies.

KU
Kiril Urbonas·4 min read
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Architecture Review: Terraform State Isolation by Environment
••6 months ago

Architecture Review: Terraform State Isolation by Environment

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

KU
Kiril Urbonas·4 min read
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AI Model Deployment Strategies: From Development to Production
••6 months ago

AI Model Deployment Strategies: From Development to Production

Complete guide to deploying AI models in production. Learn about model serving, containerization, scaling, and monitoring strategies.

KU
Kiril Urbonas·4 min read
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Model Quantization Techniques: Reducing LLM Size and Cost
••6 months ago

Model Quantization Techniques: Reducing LLM Size and Cost

Learn how to reduce LLM model size and inference costs using quantization techniques like Q4, Q8, and GPTQ. Practical guide with benchmarks.

KU
Kiril Urbonas·4 min read
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Architecture Review: GitHub Actions Pipeline Reliability
••6 months ago

Architecture Review: 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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Architecture Review: Docker Image Hardening for Production
••6 months ago

Architecture Review: Docker Image Hardening for Production

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

KU
Kiril Urbonas·4 min read
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