Blog
Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
Practical Guide: Terraform State Isolation by Environment
Terraform State Isolation by Environment. Practical guidance for reliable, scalable platform operations.
Orchestrating AI Agents on Kubernetes
A deep dive into managing stateful LLM workloads, scaling inference endpoints, and optimizing GPU utilization in a cloud-native environment.
Practical Guide: GitHub Actions Pipeline Reliability
GitHub Actions Pipeline Reliability. Practical guidance for reliable, scalable platform operations.
eBPF: The Future of Kernel Observability
How extended Berkeley Packet Filter allows you to run sandboxed programs in a privileged context without modifying kernel source code.
Practical Guide: Docker Image Hardening for Production
Docker Image Hardening for Production. Practical guidance for reliable, scalable platform operations.
Zero Trust Architecture in Multi-Cloud
Moving beyond perimeter security. Implementing mutual TLS and identity-aware proxies across clusters.
Practical Guide: Kubernetes Cluster Upgrade Strategy
Kubernetes Cluster Upgrade Strategy. Practical guidance for reliable, scalable platform operations.
Terraform State Management Strategies
Best practices for locking, remote backends, and modularizing infrastructure code for teams.
Building Scalable CI/CD Pipelines with GitHub Actions
Learn how to create robust continuous integration and deployment workflows that scale with your team and infrastructure needs.
Fine-tuning Llama 3 on Consumer Hardware
Optimization techniques like LoRA and 4-bit quantization to run state-of-the-art models locally.
AWS Cost Optimization Strategies
Discover practical techniques to reduce your cloud infrastructure costs without sacrificing performance or reliability.
Advanced Bash Scripting Techniques
Master the art of shell scripting with advanced patterns, error handling, and automation techniques for Linux systems.