For better Django code quality: - Set clear boundaries between apps. - Use services with public methods to reduce coupling. - Adopt a three-tier architecture or combine service and persistence layers. - Favor unit tests over integration ones and use Pytest with pytest-django for efficient testing. -.. read more  

Google Cloud's BigQuery service now includes a data warehouse for blockchain networks, such as Avalanche, Arbitrum, Ethereum's Görli testnet, Fantom, Near, Optimism, Polkadot, Polygon's mainnet, Polygon's Mumbai testnet, Tron, and more... read more  

This article provides a step-by-step guide for deploying a Bun lambda layer with an example TypeScript handler code on AWS Lambda, highlighting Bun's focus on fast startup, efficient code execution, and a cohesive developer experience... read more  

Set the right values for requests and limits, select the right instance type, and use calculators to make Kubernetes costs more predictable... read more  

GitHub Actions users can enhance automation by using self-hosted runners on AWS, which offers advantages such as cost reduction, access to private networks, and environment customization. Three approaches to self-hosting GitHub runners on AWS are discussed: hosting on EC2 instances, scaling with aut.. read more  

AWS is working with the Argo CD open-source community to address scalability concerns. They conducted experiments with Argo CD on Amazon EKS, testing settings like reconciliation timeout and status/operation processors to optimize performance. Increasing the reconciliation timeout improved queue cle.. read more  

Opentofu, an open-source alternative to Terraform, has been formed as a response to Terraform's recent license change. Opentofu aims to provide a neutral governance model and a reliable open-source alternative to simplify infrastructure management in cloud environments... read more  

The AI in a Box is an open-source, offline conversational AI device that provides voice-based interactions with privacy and security. It operates without internet connectivity, ensuring data confidentiality and offers features like live captions, live translation, and voice keyboard input... read more  

Load testing, using tools like k6, is crucial to determine when a serverless system may hit AWS service quotas and identify scalability limits. K6 supports writing tests in JavaScript and TypeScript, allowing real-time data generation for more accurate simulations... read more  

In this article, three tools for local Kubernetes development are compared: Telepresence, Gefyra, and mirrord... read more