Security
OIDC vs OAuth 2.0: What's the Actual Difference?
OAuth 2.0 handles authorization. OIDC adds identity on top. The confusion between them causes real security mistakes—here's how they actually relate.
8 min read
Insights
Practical perspectives on enterprise software development, infrastructure automation, and cloud engineering from our project experience.
Security
Keycloak vs Auth0 vs Cognito: Self-Hosted vs Managed Identity
Keycloak gives you full control. Auth0 gives you developer experience. Cognito gives you AWS integration. Here's how to pick your identity provider.
9 min read
DevOps
GitHub Actions vs Jenkins: Migrating Your CI/CD Pipeline
Jenkins is infinitely customizable but operationally expensive. GitHub Actions is simpler but less flexible. Here's how to evaluate the migration.
8 min read
Cloud
Aurora vs RDS: Is Amazon Aurora Worth the Premium?
Aurora promises 5x MySQL performance and automatic scaling storage. RDS costs less and is simpler. Here's when the Aurora premium is actually justified.
8 min read
Databases
DynamoDB vs MongoDB: Choosing the Right NoSQL Database
DynamoDB is fully managed with predictable scaling. MongoDB gives you a flexible query language and runs anywhere. Here's how to decide.
9 min read
AI
MLOps Without a Data Science Team
You don't need a research team to run AI and ML reliably in production. The practical operational discipline that keeps models working—deployment, evaluation, monitoring, and cost control—explained for engineering teams.
9 min read
Infrastructure
Traefik vs Nginx: Reverse Proxies for Kubernetes and Docker
Traefik auto-discovers services and handles certificates. Nginx gives you raw performance and total control. Here's how to choose your reverse proxy.
8 min read
Infrastructure
Nginx vs Caddy: A Modern Web Server Comparison
Caddy handles HTTPS automatically and has a cleaner config format. Nginx has decades of battle-testing and ecosystem. Here's how to choose.
7 min read
Architecture
gRPC vs REST: When to Use Each Protocol
REST is the default for web APIs. gRPC is faster for service-to-service communication. Here's when each protocol makes sense and the real trade-offs.
8 min read
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