Databricks asset bundles (DAB) serve as a comprehensive solution that wraps around Terraform, allowing the bundling of various elements like workflows, machine learning endpoints, and models into a single package, streamlining deployments and making GitLab CI pipelines straightforward, with abstraction of tasks for managing multiple DABs.

Automate your workflow with pre-commit hooks, which help to streamline code submissions by running scripts for various checks and formatting, ensuring consistent code quality and reducing cognitive overhead, with the added benefit of easily distributing the same "commit rules" to all contributors.

This post discusses the challenges faced in parallelizing workloads using Kubernetes native objects, the discovery of Celery as a solution, setting up Celery with RabbitMQ, and the deployment of Celery workers on Kubernetes for horizontal scaling.

A software developer discusses the common components needed for SaaS ideas, his choice of building his own SaaS starter to understand large-scale web application projects, and his use of a TypeScript stack and microservices architecture, while sharing his plan to integrate additional services like Stripe and Firebase in the future.

I ventured into the world of custom-built split keyboards with an ortholinear layout and layered keymap, opting for a wireless Corne Cherry v3 and assembling the parts myself, ultimately finding it to take some time to adjust but noticing the potential in terms of typing speed.

The blog post details the process of building a wrapping API around an ML micro service using FastAPI, including handling requests and responses, and integrating with a Postgres database, while also discussing the deployment of the API on Kubernetes.

Starting with model configuration and training, the blog post details how one can deploy a trained machine learning model as an application on a server with an interface, using Seldon Core, an open-source framework for converting machine learning models into production-ready microservices, and provides a step-by-step guide to serialization, prediction service declaration, and deployment on Kubernetes.

Exploring the world of WebAssembly (WASM) through Rust and its interaction with JavaScript, the blog shares experiences and insights about using tools like wasm-bindgen, wasm-pack, and create-wasm-app for incorporating WASM into web projects, and how it can be used to optimize complex calculations, using the example of the game of life animation.