Category: Tutorials
MLOps on AWS: SageMaker Pipelines, Feature Store and Model Monitoring
Quick Answer: MLOps on AWS SageMaker means three things working together — Pipelines for a versioned, reproducible train-and-register workflow; Feature...
Designing Resilient Systems on GCP: Load Balancing, MIGs and Health Checks
Quick Answer: A GCP resilient architecture is a regional external Application Load Balancer in front of a regional managed instance...
Lambda, Step Functions and EventBridge: Event-Driven Architecture on AWS
Quick Answer: AWS Lambda runs your code, EventBridge routes events between systems on content-based patterns, and Step Functions coordinates multi-step...
GCP APIs, Service Accounts and Authentication: Practices That Prevent Leaks
Quick Answer: GCP service accounts authentication leaks almost always come down to one thing: a long-lived JSON key committed to...
VPC Service Controls, Org Policies and IAM on GCP: A Practical Security Guide
Quick Answer: GCP production security needs three layers working together. IAM decides who can do what, org policies decide what...
Serverless Development on GCP: Cloud Run, Cloud Functions and Pub/Sub Patterns
Quick Answer: The GCP Cloud Run Cloud Functions question is really about layers, not alternatives. Cloud Run runs containers over...
Designing for Failure: AWS Architecture Patterns That Survive Real Outages
Quick Answer: AWS architecture patterns high availability work is mostly unglamorous: spread every stateful component across at least two AZs,...
Dataflow vs Dataproc vs Composer: Batch and Streaming on GCP Explained
Quick Answer: The GCP Dataflow vs Dataproc vs Composer question assumes three alternatives — they are not. Dataflow is the...
AWS Well-Architected Framework Explained With Real Production Examples
Quick Answer: The AWS Well Architected Framework is a free set of six pillar documents and review questions you answer...
AWS IAM Deep Dive: Roles, Trust Policies and the Mistakes That Cause Breaches
Quick Answer: The AWS IAM roles policies distinction, in one line: an IAM role is an identity with no permanent...
