Blog
Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
Field Notes: AI Inference Cost Optimization
AI Inference Cost Optimization. Practical guidance for reliable, scalable platform operations.
Field Notes: Python Worker Queue Scaling Patterns
Python Worker Queue Scaling Patterns. Practical guidance for reliable, scalable platform operations.
Field Notes: Model Serving Observability Stack
Model Serving Observability Stack. Practical guidance for reliable, scalable platform operations.
Field Notes: RAG Retrieval Quality Evaluation
RAG Retrieval Quality Evaluation. Practical guidance for reliable, scalable platform operations.
Field Notes: Prompt Versioning and Regression Testing
Prompt Versioning and Regression Testing. Practical guidance for reliable, scalable platform operations.
Field Notes: LLM Gateway Design for Multi-Provider Inference
LLM Gateway Design for Multi-Provider Inference. Practical guidance for reliable, scalable platform operations.
Production Playbook: AI Inference Cost Optimization
AI Inference Cost Optimization. Practical guidance for reliable, scalable platform operations.
Production Playbook: Python Worker Queue Scaling Patterns
Python Worker Queue Scaling Patterns. Practical guidance for reliable, scalable platform operations.
Production Playbook: Model Serving Observability Stack
Model Serving Observability Stack. Practical guidance for reliable, scalable platform operations.
Production Playbook: RAG Retrieval Quality Evaluation
RAG Retrieval Quality Evaluation. Practical guidance for reliable, scalable platform operations.
Production Playbook: Prompt Versioning and Regression Testing
Prompt Versioning and Regression Testing. Practical guidance for reliable, scalable platform operations.
Production Playbook: LLM Gateway Design for Multi-Provider Inference
LLM Gateway Design for Multi-Provider Inference. Practical guidance for reliable, scalable platform operations.