Pineview Labs

An End-to-End ML at Edge Pipeline for Target Detection in Hydroacoustic Data

Python Featured

An End-to-End ML at Edge Pipeline for Target Detection in Hydroacoustic Data

A detailed outline of how we implemented an Edge‑to‑Cloud ML-based pipeline where we trained and deployed a model for semantic segmentation of echograms.

Cloud‑Native Pipelines for Scientific Data Processing with Prefect and Dask

Python Featured

Cloud‑Native Pipelines for Scientific Data Processing with Prefect and Dask

Introduction The aim of this article is to provide an extended tutorial on the open-source libraries that we use to build the OceanStream cloud‑native data processing stack used to ingest data from sonar instruments and other marine sensors. We will describe the general principles of cloud‑native formats, introduce

Integrating LetsEncrypt with Azure Kubernetes Service (AKS) for free TLS certificates

Integrating LetsEncrypt with Azure Kubernetes Service (AKS) for free TLS certificates

This tutorial goes through the steps of deploying and configuring a new Azure Kubernetes (AKS) cluster and then use the cert-manager resource to automatically generate and renew TLS certificates using Let’s Encrypt.

Using the OpenAI platform to analyse automated test failures

automated testing

Using the OpenAI platform to analyse automated test failures

A look at how to develop a Nightwatch.js plugin which sends the test failure and associated errors to a service which integrates with the OpenAI platform to analyse the errors and get some actionable feedback

Azure Active Directory authentication for CLI apps

Azure Active Directory authentication for CLI apps

Create a CLI application with Node.js that elegantly and securely authenticates users with their Azure Active Directory (AAD) credentials.

Test your React Components with Nightwatch and Testing Library

component testing

Test your React Components with Nightwatch and Testing Library

Component testing in Nightwatch has been refined with version 2.4 and support for testing React components (via the @nightwatch/react plugin) has been significantly improved. We also released a new plugin for using the popular Testing Library with Nightwatch - @nightwatch/testing-library, available since Nightwatch v2.6. We'

Component Driven Development with Storybook and Nightwatch

automated testing Featured

Component Driven Development with Storybook and Nightwatch

Integrate Nightwatch with Storybook and start writing efficient and straightforward component and end-to-end tests.

Build and Deploy a Single Page App with React, Vite, and Netlify Functions

Build and Deploy a Single Page App with React, Vite, and Netlify Functions

Learn how to build, test and deploy a bookstore app with React 18, Vite, Netlify Functions, and Nightwatch.

Build and Deploy a Single Page App with Vue 3 + Vite and Pinia

Build and Deploy a Single Page App with Vue 3 + Vite and Pinia

Learn how to build, test, and deploy a single page bookstore app with Vue 3 + Vite and Pinia.

End-to-End Testing and Feedback Loops

automated testing

End-to-End Testing and Feedback Loops

It’s about time to get automated end-to-end testing on your side and improve your development process. Among all the types of tests which make up the pyramid of software testing, the end-to-end UI tests are considered by far the most difficult to manage, slow to execute, unstable, flaky, and

Updates on Nightwatch.js and the Nightcloud.io service

Updates on Nightwatch.js and the Nightcloud.io service

We’ve got some news and exciting developments regarding Nightwatch that I’d like to share with you. We're quite confident to say that the Nightwatch.js project, started back in 2014, is entering a new major phase in its development. Nightcloud.io But first… One of the

Bringing the AI at the Edge

Bringing the AI at the Edge

There is growing demand in industries, such as energy, agriculture, transportation, and also in scientific research fields for not only more intelligent and efficient data collection, but also for distributed and local manipulation of the data being collected, in real-time. Current state of Internet of Things The so-called Internet of

Getting Started with Azure IoT Edge for Node.js on Ubuntu 18.04

Getting Started with Azure IoT Edge for Node.js on Ubuntu 18.04

Azure IoT Edge is a relatively new addition to the Azure IoT cloud solution and it is meant be used to analyze data on devices "at the edge" instead of in the cloud. Azure IoT Hub IoT Hub is a managed service offered by Microsoft as part of

Installing Node.js with NPM on Ubuntu 18.04

Installing Node.js with NPM on Ubuntu 18.04

Installing Node.js with NPM on Ubuntu 18.04 step by step guide.

The Frontend Architecture Which Could Replace AJAX

Front-end Development

The Frontend Architecture Which Could Replace AJAX

Recently I somehow ended up on Google’s web.dev platform, which I’m assuming is rather new. There is of course the possibility that I have been-or still am-living under a rock, when it comes to new web technologies. Something caught my attention: an article about using Service Workers