Blog
Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
Production Playbook: AI Inference Cost Optimization
AI Inference Cost Optimization. Practical guidance for reliable, scalable platform operations.
Production Playbook: SLO-Based Monitoring for APIs
SLO-Based Monitoring for APIs. Practical guidance for reliable, scalable platform operations.
Production Playbook: Incident Response for Platform Teams
Incident Response for Platform Teams. Practical guidance for reliable, scalable platform operations.
Production Playbook: Blue-Green Deployment Guardrails
Blue-Green Deployment Guardrails. Practical guidance for reliable, scalable platform operations.
Production Playbook: Multi-Cluster Traffic Routing Strategies
Multi-Cluster Traffic Routing Strategies. 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: Systemd Service Reliability Patterns
Systemd Service Reliability Patterns. Practical guidance for reliable, scalable platform operations.
Production Playbook: Linux Performance Baseline Methodology
Linux Performance Baseline Methodology. Practical guidance for reliable, scalable platform operations.
Production Playbook: Cloud Disaster Recovery Runbook Design
Cloud Disaster Recovery Runbook Design. Practical guidance for reliable, scalable platform operations.