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Exploring Pub/Sub, Stateful vs Stateless Systems, Multiplexing, and the Sidecar Pattern.

Exploring real-time communication models and their tradeoffs in backend systems.

Exploring the differences between synchronous and asynchronous programming in backend communication.

Understanding the foundational concepts of backend communication patterns, protocols, and request-response mechanisms.

How we built a self-updating spyware detector that automatically retrains and deploys models using GitHub Actions, Docker, and Python ML pipelines.

A deep dive into building a production-ready spyware detection system with dynamic model updates, Docker security hardening, and heuristic threat analysis.

Automating spyware detection using machine learning and GitHub Actions enables seamless model updates and deployment. This blog explores how we built a system that retrains and releases the latest spyware detection model whenever the dataset or algorithm changes, ensuring up-to-date security defenses.

Rebuilding the frontend for a file processing application with improved code quality, user experience, and maintainability. This blog covers the redesign process, key features, and next steps for development.