Affiliates & Disclosure

Transparency about the products and services referenced on this site.

Affiliate Disclosure — Some links on this site are affiliate links. If you click a link and make a purchase, MikaMirAI may earn a small commission at no additional cost to you. We only reference tools, hardware, and services that are directly used in the work documented on this site. Affiliate relationships do not influence editorial decisions or benchmark results.

Editorial Principle

Every product referenced on MikaMirAI has been used directly in experiments, infrastructure builds, or engineering work covered in the articles. Recommendations are based solely on technical performance and real-world use — not on commission rates or vendor relationships. If something did not work well, that is documented too.

Referenced Products & Services

Cloud & Infrastructure

Amazon Web Services (AWS) ↗

Cloud infrastructure used and written about extensively on this site — EC2, EKS, S3, Bedrock, and ML training infrastructure.

Microsoft Azure ↗

Azure AI services, Static Web Apps hosting, and hybrid cloud networking referenced in infrastructure articles.

GPU & Hardware

NVIDIA ↗

GPU hardware (DGX Spark, RTX 4090, H100) and software stack (TensorRT-LLM, CUDA, Nsight Systems) that power the benchmarks and experiments on this site.

Amazon — Hardware & Books ↗

Technical books, GPU accessories, and development hardware referenced or recommended in articles.

AI Tools & Software

Ollama ↗

Local LLM runtime used throughout this site for running Qwen, Llama, and other models on local hardware.

Kiro ↗

Spec-driven AI IDE used to build the AWS ML infrastructure series documented on this blog.

For affiliate partnership enquiries: mikamirai2k@gmail.com