Why Serverless Architecture is the Future of Cloud-Native Apps
A deep dive into the benefits and trade-offs of serverless on AWS — from Lambda cold starts to event-driven orchestration patterns that actually scale in production.
Serverless
SOSW Tech Blog
Insights, deep-dives, and practical guides from the SOSW engineering team
Featured Articles
Data Engineering
Building Real-Time Data Pipelines on AWS: Lessons Learned
How we process millions of events per day using Kinesis, Lambda, and OpenSearch — including the mistakes we made and the patterns that saved us.
Topics We Cover
AWS
Infrastructure as Code Best Practices
Terraform, CDK, and CloudFormation — when to use each and how to structure your IaC for multi-environment deployments.
Machine Learning
Deploying ML Models to Production: A Practical Guide
From Jupyter notebooks to scalable inference endpoints on AWS SageMaker and Lambda — a production-ready deployment playbook.
Security
Cloud Security Fundamentals Every Developer Should Know
IAM, VPC, encryption at rest and in transit — the non-negotiables when building production systems on AWS.
Big Data
DynamoDB at Scale: Patterns for High-Throughput Workloads
Single-table design, GSI strategies, and cost optimization tips from running DynamoDB in high-volume production environments.
DevOps
Zero-Downtime Deployments with Blue/Green on AWS
How to set up blue/green deployments using CodeDeploy and API Gateway canary releases for serverless applications.
Architecture
Event-Driven Architecture: When It Makes Sense (And When It Doesn't)
A practical comparison of event-driven vs. request/response patterns, with real-world examples from our production systems.