Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
A field report from rolling out retrieval-augmented generation in production, including cache bugs, bad embeddings, and how we fixed them.
AI Inference Cost Optimization. Practical guidance for reliable, scalable platform operations.
Build MLOps pipelines for training, evaluation, and deployment. Reproducibility and monitoring.
RAG Retrieval Quality Evaluation. Practical guidance for reliable, scalable platform operations.
Prompt Versioning and Regression Testing. Practical guidance for reliable, scalable platform operations.
LLM Gateway Design for Multi-Provider Inference. Practical guidance for reliable, scalable platform operations.
Learn how to secure AI applications against prompt injection, data leakage, and adversarial attacks. Best practices for AI security in production.
