Software Development Blog
Building RAG Applications with Vector Embeddings
A comprehensive guide to implementing Retrieval-Augmented Generation using embeddings, vector databases, and semantic search.
Serverless Architecture Patterns for Scalable APIs
Explore serverless patterns for building highly scalable, cost-effective APIs with AWS Lambda and API Gateway.
Securing Cloud Infrastructure with Zero Trust
Implement zero trust security principles in cloud environments using identity-based access and network segmentation.
Deploying ML Models with MLOps Best Practices
Learn how to deploy machine learning models in production using CI/CD, monitoring, and automated retraining workflows.
Building Event-Driven Microservices with Event Sourcing
Design resilient microservices using event sourcing patterns for audit trails and temporal queries.
Implementing OAuth 2.0 and JWT Security
Secure your applications with OAuth 2.0 flows and JWT tokens for authentication and authorization.
Real-time Data Processing with Apache Kafka
Build scalable real-time data pipelines using Apache Kafka for stream processing and event-driven architectures.
Container Security Best Practices for Production
Secure your containerized applications with image scanning, runtime protection, and security policies.
Building Recommendation Systems with Collaborative Filtering
Implement recommendation systems using collaborative filtering algorithms and real-time user behavior analysis.
Infrastructure as Code with Terraform and AWS
Manage cloud infrastructure efficiently using Terraform for version control, collaboration, and automated deployments.
Implementing API Rate Limiting and Throttling
Protect your APIs from abuse with intelligent rate limiting, throttling, and DDoS protection strategies.
Building Real-time Chat Applications with WebSockets
Create scalable real-time chat applications using WebSockets, Redis pub/sub, and horizontal scaling strategies.