10 AWS DevOps Practices We Actually Use in Production in 2026
Real AWS DevOps practices from production: GitOps on EKS, OpenTelemetry, supply chain security, chaos engineering with FIS, and AI-assisted DevOps with Amazon Q.
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AWS Cloud Resources & Guides
Practical cloud engineering knowledge from our team — architecture guides, service comparisons, best practices, and cost optimization strategies. Free resources for CTOs, architects, and engineering teams building on AWS.
Latest Articles
View all articles »In-depth technical articles on AWS architecture, serverless, security, cost optimization, and cloud engineering best practices.
24/7 AWS Managed Support: What to Expect from a Monitoring Partner
AWS support tiers differ wildly in response time and escalation. Managed support providers add proactive monitoring, incident response, and on-call coverage. Here is what 24/7 managed support actually means, how it differs from AWS support, and when you need it.
What Makes a Top AWS Cloud Consulting Partner (And How to Choose One)
AWS Cloud Consulting Partners vary wildly in quality and capability. This guide explains AWS Partner tiers, what differentiates top partners from generalists, and concrete evaluation criteria for choosing a consulting partner aligned with your business.
AWS Environment Parity: Why Dev/Staging/Prod Drift Costs More Than It Saves
When dev works but production fails, it's almost always an environment parity problem. This guide covers building consistent environments across dev, staging, and prod—and the cost of not doing it.
AWS Infrastructure Drift Detection: How to Find and Fix Config Drift Before It Breaks Production
Infrastructure drift—when your actual AWS resources differ from what your IaC declares—causes silent failures and makes disaster recovery impossible. Learn how to detect drift systematically and fix it before it breaks production.
AWS IoT Solutions: Architecture Patterns for Connected Devices
AWS IoT architecture patterns for manufacturing, smart buildings, and connected devices — from device connectivity to data ingestion, edge processing with Greengrass, and real-time analytics.
How to Build a Safe Terraform Apply Workflow on AWS: Approval Gates, Plan Review, and Rollback
One bad `terraform apply` can delete your database, destroy your application load balancer, or lock your team out of AWS. This guide covers the approval gates, plan review processes, and safety tools that prevent infrastructure disasters.
How to Upgrade the AWS Terraform Provider Safely: Strategy, Testing, and Rollback
Most teams are 2-3 major AWS provider versions behind. Old providers miss new AWS features, have security risks, and diverge from current best practices. This guide covers how to audit, upgrade, test, and rollback safely.
Cloud Platform Comparisons
Objective, detailed comparisons to help you choose the right cloud platform and services for your workloads.
Amazon Q Business vs ChatGPT Enterprise: Enterprise AI Assistant Comparison
Technical comparison of Amazon Q Business vs ChatGPT Enterprise. Data residency, HIPAA eligibility, IAM permissions, and compliance certifications.
Aurora Serverless v2 vs Aurora Provisioned: Which Should You Choose?
Technical comparison of Aurora Serverless v2 vs Provisioned. ACU pricing, cold start behavior, scaling, and production readiness.
Amazon Bedrock Agents vs AWS Step Functions: AI Orchestration Comparison
Technical comparison of Bedrock Agents vs Step Functions. AI reasoning vs deterministic execution, cost analysis, and when to use each.
AWS Bedrock vs SageMaker: Choosing the Right AI/ML Service
Practical comparison of AWS Bedrock vs SageMaker for CTOs and ML architects. Evaluate generative AI platforms for your use case.
AWS CloudFront vs Cloudflare: CDN Comparison for 2025
Technical comparison of AWS CloudFront vs Cloudflare. WAF, DDoS protection, edge caching, and pricing for security and performance.
AWS CodePipeline vs GitHub Actions: CI/CD Platform Comparison
Technical comparison of AWS CodePipeline vs GitHub Actions. IAM integration, scalability, multi-region deployments, and costs.
EC2 vs Lambda: When to Use Each AWS Compute Service
First-principles comparison of AWS EC2 vs Lambda. Cost crossover points, execution time limits, and architecture decisions.
AWS ECS vs EKS: Choosing the Right Container Orchestrator
Practical comparison of Amazon ECS vs EKS. Container orchestration, scaling, operational overhead, and when to choose each.
AWS Lambda vs ECS Fargate: Serverless vs Containers Compared
Detailed comparison of AWS Lambda vs ECS Fargate. Execution time, cold starts, cost, and architectural tradeoffs.
AWS RDS vs Aurora: Which Managed Database Is Right for You?
Technical comparison of Amazon RDS vs Aurora. Architecture differences, scaling, cost, and performance characteristics.
AWS Step Functions vs EventBridge: Orchestration vs Choreography
Technical comparison of AWS Step Functions vs EventBridge. Orchestration, event routing, pricing, and architectural patterns.
AWS vs Azure for Enterprise: A Cloud Platform Comparison
Objective comparison of AWS vs Microsoft Azure for enterprise workloads. Features, pricing, compliance, and strategic fit.
AWS vs Google Cloud for Startups: Which Cloud Platform to Choose
Practical comparison of AWS vs Google Cloud Platform for startups. Pricing, free tier, ease of use, and startup-friendly services.
Migrating from DigitalOcean to AWS: Service Mapping and Guide
Practical guide to migrating from DigitalOcean to AWS. Service equivalents, migration strategy, and cost comparison.
DynamoDB vs RDS: NoSQL vs SQL on AWS
Technical comparison of Amazon DynamoDB vs RDS. Schema flexibility, query patterns, scaling, and when to choose each.
Migrating from Google Cloud to AWS: Service Mapping and Guide
Practical guide to migrating from Google Cloud Platform to AWS. Service mapping, architecture changes, and cost analysis.
Migrating from Heroku to AWS: Postgres and Beyond
Practical guide to migrating from Heroku to AWS. Postgres to RDS migration, managed database features, and cost optimization.
Migrating from Mailgun to AWS SES: Step-by-Step Guide
Technical migration guide from Mailgun to AWS SES. Email deliverability, SMTP, configuration, and cost comparison.
MongoDB Atlas to Amazon DocumentDB: Migration Guide and Comparison
Honest comparison of MongoDB Atlas vs Amazon DocumentDB. Compatibility, features, pricing, and migration considerations.
Migrating from Postmark to AWS SES: When and How
Practical guide for engineering teams evaluating the move from Postmark to AWS SES. Email services and cost comparison.
Migrating from SendGrid to AWS SES: Complete Guide
Practical migration guide from SendGrid to AWS SES. Email deliverability setup, features, and infrastructure integration.
Migrating from SparkPost (Bird) to AWS SES
Migration guide from SparkPost (now Bird) to AWS SES. Email services, configuration, delivery reliability, and costs.
Free Interactive Tools
Instant assessments and calculators — no signup required. Get personalized insights in minutes.
AWS Cost Savings Calculator
Enter your monthly spend to see your personalized savings estimate. Most customers save 20–40%.
Well-Architected Assessment
20 questions across all 6 AWS pillars. Get your architecture score and discover hidden risks.
GenAI Readiness Checker
15 questions on data maturity, skills, and infrastructure. Get your AI readiness score.
AWS Savings Plans Calculator
Compare 1-year vs 3-year Savings Plans ROI against your current On-Demand EC2/RDS spend.
Migration Complexity Estimator
Get an estimated timeline, complexity score, and recommended migration strategy in 3 steps.
HIPAA Compliance Checker
15 questions across PHI controls, access, audit logging, encryption. Know your gaps before an audit.
Key Topic Areas
Explore our content by topic to find the guides most relevant to your current challenges.
Cost Optimization
Strategies for reducing AWS spend — right-sizing, Reserved Instances, Savings Plans, architecture patterns, and ongoing cost governance.
Security & Compliance
IAM best practices, encryption, compliance frameworks (HIPAA, SOC 2, PCI DSS), multi-account security, and threat detection.
Serverless
Lambda, Step Functions, DynamoDB, API Gateway — architecture patterns, cost optimization, and production best practices.
Data & Analytics
Data lake architecture, ETL pipelines, Athena, Redshift, real-time streaming, and business intelligence on AWS.
DevOps & CI/CD
Deployment pipelines, infrastructure as code, container orchestration, and CI/CD tool comparisons for AWS.
Architecture
Well-Architected Framework, disaster recovery, multi-account strategy, multi-tenancy, and cloud design patterns.
How-To Guides
Step-by-step implementation guides for AWS services — from Bedrock RAG pipelines to Karpenter autoscaling, compliance setup, and more.
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