Practical perspectives on enterprise software development, infrastructure automation, and cloud engineering from our project experience.
Step Functions locks you into AWS and charges per state transition. Temporal runs anywhere and handles failures differently. A direct comparison for teams choosing a workflow orchestration platform.
Tailscale is built on WireGuard—but that's like saying a car is built on an engine. WireGuard is a protocol you configure yourself; Tailscale is a mesh VPN that handles the hard parts for you.
Jenkins is free until it isn't. GitHub Actions is convenient until you hit the cost wall. Harness solves deployment—not builds. A direct comparison for teams choosing a CI/CD platform.
Both scale automatically—but in completely different ways. EC2 Auto Scaling handles sustained load; Lambda handles spikes. Here's the cost and latency reality for each.
ECS is simpler and AWS-native. EKS gives you Kubernetes portability and ecosystem. Here's how to choose the right container orchestration on AWS.
Terraform Cloud is HashiCorp's platform. Spacelift adds policy and flexibility. Atlantis keeps it in your PRs. Here's how to choose your Terraform workflow.
CQRS separates reads from writes. It solves real problems at scale but adds significant complexity. Here's when the trade-off is actually worth it.
Distributed transactions across microservices are hard. The saga pattern breaks them into compensatable steps—here's how it works and when to use it.
API keys are simple but limited. mTLS provides strong mutual authentication. Here's how to choose the right approach for internal service communication.
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