MirahLabs Engineering Blog
Technical insights, architectural deep-dives, and system designs authored by our product engineers and AI research leads.
Deploying Flask on AWS ECS Fargate: A Production Blueprint
AWS ECS Fargate runs containers without managing servers. This complete blueprint covers building the image, pushing to ECR, configuring ECS services with ALB, and automating deployments with GitHub Actions.
Infrastructure as Code with Terraform: From Zero to Production
Terraform lets you define cloud infrastructure as declarative code, enabling repeatable, version-controlled deployments. This guide covers modules, state management, and workspace strategies.
Recommender Systems: Collaborative Filtering to Deep Learning Architectures
Explore the evolution of recommender systems, from simple matrix factorization algorithms to deep neural networks like Wide & Deep and Two-Tower architectures.
Serverless Architecture with AWS Lambda: When to Use It and When to Avoid It
Serverless reduces operational overhead dramatically, but it's not suitable for every workload. Understand Lambda cold starts, concurrency limits, cost profiles, and ideal use cases.
Event-Driven Trade Finance Pipelines: Designing Auditable Kafka Streams
Kafka enables high-throughput event streaming for decoupled microservices. Learn producer/consumer patterns, consumer groups, schema evolution, and how to avoid the most common EDA mistakes.
Computer Vision with YOLO and PyTorch: From Training to Edge Deployment
Object detection with YOLO achieves real-time performance even on edge devices. Learn how to train custom YOLO models with PyTorch and deploy them to edge hardware using TensorRT and ONNX.