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.
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.
SLO-Based Monitoring for APIs. Practical guidance for reliable, scalable platform operations.
Python Worker Queue Scaling Patterns. Practical guidance for reliable, scalable platform operations.
Model Serving Observability Stack. Practical guidance for reliable, scalable platform operations.
RAG Retrieval Quality Evaluation. Practical guidance for reliable, scalable platform operations.
