Terraform Testing: Unit, Integration, and End-to-End
Most Terraform code has zero tests. That’s insane for something managing production infrastructure. We …
Read Article →Engineering Excellence
Deep insights into cloud architecture, DevOps practices, and modern software development
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Distributed Tracing with OpenTelemetry: A Complete Guide
I spent four hours on a Tuesday night debugging a 30-second API call. Four hours. The call touched 12 services — auth, …
Read Article →Container Security Scanning in CI/CD Pipelines
If you’re not scanning container images before they hit production, it’s only a matter of time before …
Read Article →AWS EventBridge: Building Event-Driven Architectures
EventBridge is the most underused AWS service. I’ll die on that hill. Teams will build these elaborate Rube …
Read Article →Python Performance Optimization: Profiling and Tuning Guide
Don’t optimize until you’ve profiled. I’ve watched teams rewrite entire modules that weren’t …
Read Article →Kubernetes Operators: Building Custom Controllers in Go
Operator SDK vs kubebuilder — I pick kubebuilder every time. Operator SDK wraps kubebuilder anyway, adds a layer of …
Read Article →Areas of Expertise
Cloud-Native Development
Building serverless applications, container orchestration, and event-driven architectures
Backend Engineering
API design, database optimization, caching strategies, and high-throughput systems
Distributed Systems
Microservices patterns, message queues, consensus algorithms, and fault tolerance
Developer Tooling
CI/CD automation, testing frameworks, code quality tools, and developer experience
Application Security
Secure coding practices, authentication systems, and vulnerability assessment
AI Integration
LLM APIs, vector databases, RAG systems, and intelligent application features