Resources
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.
In-depth technical articles on AWS architecture, serverless, security, cost optimization, and cloud engineering best practices.
Production-grade GitHub Actions patterns for AWS workloads — OIDC authentication, pinned actions, blue-green deployments, build caching, and the security mistakes that leave your pipeline open to supply chain attacks.
Amazon SES is the most cost-effective email infrastructure for high-volume retail sending — but inbox placement requires dedicated IPs, proper authentication, and automated bounce handling. Here is how to do it right.
Black Friday breaks unprepared AWS environments. Here is how to architect retail infrastructure on AWS to handle 20x traffic spikes without downtime — covering auto-scaling, caching, database strategy, and the cost model.
A practical guide to AWS services, architecture patterns, and consulting considerations for retail and eCommerce teams — from core services to Black Friday readiness and PCI compliance.
Retail AWS architecture is different. Loyalty programs, pricing engines, inventory sync, and multi-CDN delivery require custom builds — not generic cloud templates. Here is how custom AWS development works for retail teams.
AWS Retail Competency validates consulting partners for verified retail delivery. Here is what the program means, what to look beyond the badge, and how to evaluate AWS partners for your retail workloads.
Manual security triage cannot keep up with cloud-scale threats. Here is how to wire GuardDuty Extended Threat Detection, Security Hub, EventBridge, and Lambda into a self-healing AWS security architecture.
Deploying GenAI without guardrails is a compliance incident waiting to happen. Here is how to build a production-grade AI governance layer on AWS using Amazon Bedrock Guardrails, least-privilege IAM, and continuous evaluation.
Objective, detailed comparisons to help you choose the right cloud platform and services for your workloads.
A technical comparison of Amazon Q Business and ChatGPT Enterprise covering data residency, enterprise system integration, IAM-based permissions, HIPAA eligibility, and compliance certifications for regulated industries.
A technical comparison of Aurora Serverless v2 and Aurora Provisioned — covering ACU pricing, cold start behavior, scaling characteristics, production readiness, and when serverless genuinely saves money.
A technical comparison of Amazon Bedrock Agents and AWS Step Functions covering AI reasoning vs deterministic execution, dynamic tool use, error handling, hybrid architectures, cost, and when to use each for workflow orchestration on AWS.
A practical comparison of AWS Bedrock and SageMaker for CTOs and ML architects — covering the build-vs-use model decision, cost structures, fine-tuning capabilities, and when each service is the clear choice.
A technical comparison of AWS CloudFront and Cloudflare covering WAF pricing models, edge compute capabilities, free tier differences, DDoS protection, and integration depth with the AWS ecosystem.
A technical comparison of AWS CodePipeline and GitHub Actions covering IAM integration, pricing at different pipeline volumes, AWS-native deployment advantages, and when each platform is the better choice.
A first-principles comparison of AWS EC2 and Lambda covering cost crossover points, architectural trade-offs, Lambda limitations, and a practical decision framework for CTOs and cloud architects.
A practical comparison of Amazon ECS and EKS for cloud architects — covering control plane costs, operational complexity, Kubernetes ecosystem benefits, and when each service wins.
A detailed technical comparison of AWS Lambda and ECS Fargate — covering execution models, cold starts, timeout limits, cost at scale, and when to choose each for your architecture.
A technical comparison of Amazon RDS and Aurora — covering architecture differences, hidden I/O costs, high-availability features, and the actual cost crossover point for different workload sizes.
A technical comparison of AWS Step Functions and EventBridge covering orchestration vs choreography patterns, error handling, execution guarantees, cost at scale, and when to combine both services.
An objective comparison of AWS and Microsoft Azure for enterprise workloads — covering services, pricing, security, compliance, and decision criteria to help CTOs choose the right platform.
A practical comparison of AWS and Google Cloud Platform for startups — covering free tiers, startup credits, pricing, developer experience, and the services that matter most at each growth stage.
A practical guide to migrating from DigitalOcean to AWS — covering service equivalents, cost comparison, migration approach, and when AWS is (and is not) the right move.
A technical comparison of Amazon DynamoDB and RDS for AWS architects — covering data models, access pattern rigidity, hot partition risks, cost models, and the workloads where each clearly wins.
A practical guide to migrating from Google Cloud Platform to AWS — service equivalents, cost model differences, the BigQuery decision, and a phased migration approach for DevOps and engineering teams.
A practical guide to migrating from Heroku to AWS — covering Postgres to RDS migration steps, Dyno-to-EC2/Fargate decisions, buildpack-to-Docker conversion, CI/CD re-plumbing, and cost comparison.
A technical migration guide for engineers moving from Mailgun to AWS SES — covering pricing differences, routing rule migration, EU data residency, webhook event mapping, and suppression list portability.
An honest comparison of MongoDB Atlas and Amazon DocumentDB — covering compatibility gaps, when DocumentDB makes sense, when to stay on Atlas, migration steps, and cost breakdown.
A practical guide for engineering teams evaluating the move from Postmark to AWS SES — covering the cost difference, message stream equivalents, template migration, and the deliverability trade-offs you need to understand first.
A practical migration guide for engineers moving from SendGrid to AWS SES — covering pricing math, API differences, template migration, bounce handling, and IP warming strategy.
A migration guide for engineers moving off SparkPost (now Bird) to AWS SES — covering the acquisition context, pricing comparison, Transmission API mapping, Signals analytics alternatives, and step-by-step migration instructions.
Explore our content by topic to find the guides most relevant to your current challenges.
Strategies for reducing AWS spend — right-sizing, Reserved Instances, Savings Plans, architecture patterns, and ongoing cost governance.
IAM best practices, encryption, compliance frameworks (HIPAA, SOC 2, PCI DSS), multi-account security, and threat detection.
Lambda, Step Functions, DynamoDB, API Gateway — architecture patterns, cost optimization, and production best practices.
Data lake architecture, ETL pipelines, Athena, Redshift, real-time streaming, and business intelligence on AWS.
Deployment pipelines, infrastructure as code, container orchestration, and CI/CD tool comparisons for AWS.
Well-Architected Framework, disaster recovery, multi-account strategy, multi-tenancy, and cloud design patterns.
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