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This blog is intended for software system engineers, architects and managers or people generally interested in development, testing and integration of software systems. It is part of profiq’s community effort that has the objective of sharing knowledge and ideas about software system integration, testing and development. In addition to this technical content, we share updates about life at profiq.

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Effortless Test Automation: Leveraging GitHub Copilot for Cypress Testing

AI and AI-powered development have become incredibly hot topics in the technology industry. The potential of AI to revolutionize various fields is widely acknowledged, and while impressive, is still being developed. Researchers, developers, and organizations are actively exploring new ways to use AI. In this dynamic landscape, we at profiq are constantly seeking out and experimenting with new libraries, plugins, and tools that leverage AI. These resources aim to enhance productivity, automate repetitive tasks, and unlock new possibilities in software development. One such resource is GitHub Copilot (Copilot). Copilot is…

#copilot ai chatgpt cypress github qa system testing test automation testing

Deploying and Scaling Elixir Apps: Heroku vs Fly.io

Phoenix is a popular Elixir web framework for building scalable, high-performance web applications. If you are building a large-scale Phoenix-based application platform, then you would most likely have a DevOps person or a DevOps team to deploy it in GCP or AWS with a Kubernetes orchestration engine. If you’re developing your app on your own or within a small team of developers, however, such cloud platforms and tools are unnecessarily sophisticated and complex for your needs. In this article, we will explore and compare two platforms that make the daunting…

devops technical research

When a user has a problem or an issue, it might seem logical to stop the conversation and immediately jump in with a solution. However, this can prevent us from truly understanding the customer’s needs and getting a broader view of the issue at hand. Active listening is an important component of any job - including in the software industry. We sat down recently with Dr. Erica Noll Webb, the senior research manager at Docker, to discuss the importance of customer-centric innovation and other timely topics related to her work.…

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Empowering Users with Advanced Question-Answering Systems

For a long time, we have dreamt about systems able to answer questions related to a set of text documents — a next-gen search engine. As developers, we spend a significant portion of our time reading through documentation, trying to solve a specific problem. We are not alone. People in many other fields face similar problems. Addressing this issue could save an immense amount of time. The problem of answering a question from a set of text documents has been studied for quite some time. However, only the recent improvements…

ai machine learning technical research

Innovation is at the core of Profiq's mission. Arguably, the most innovative development in technology recently is ChatGPT, developed by OpenAI. In an earlier article, we explored OpenAI’s Codex model, which we used for code generation and editing. In this follow-up article, we share our experience leveraging OpenAI’s models programmatically via its API, for creating a plugin for Jetbrains IDEs. Querying OpenAI from the IDE We’ve been using ChatGPT from the browser in various ways to aid with our daily software development and QA. When the interaction with ChatGPT involves…

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profiq has a new CEO

Jiří Manda has taken over the reins from the previous CEO and co-founder of the company, Gábor Puhalla. Jiří has successfully built and led LinkSoft for many years. Gábor will continue to develop business opportunities at profiq in his role as VP of Business Development and has something new in the works. To learn more about Jiří and connect with him, visit his LinkedIn profile: https://www.linkedin.com/in/jirimanda/ Follow us on social media for the latest news: LinkedIn: https://www.linkedin.com/company/profiq_2 Twitter: https://twitter.com/profiqtw Facebook: https://www.facebook.com/profiq.czech/

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Can OpenAI write programs on its own?

If you've been following the news in the IT world, you’ve surely heard about OpenAI. For the past few months, this company has made headlines with its excellent AI language models. OpenAI is best-known for ChatGPT, a user-friendly, chatbot-like tool that’s being used to simplify the content creation process. Beside ChatGPT, their offering also used to include the now deprecated Codex API, which served not only for code generation, but also for manipulating existing code. Some companies already use a variant of the Codex model in their tools. For example,…

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Machine Learning in Dataiku: Let’s train an image classifier!

More and more companies are integrating machine learning (ML) and artificial intelligence (AI) into their products. Last year was unusually fruitful. We experienced the release of Github Copilot, DALL-E 2, Stable Diffusion, ChatGPT and many other interesting AI services. Getting your company onboard with ML and AI can be challenging. The number of experts in this field is still far below market demand. The path to become an AI professional is rigorous and long. You need to master aspects of software engineering, database and big data management, statistics, and many…

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An API, or Application Programming Interface, is a set of rules and protocols for building software and applications. It specifies how software components should interact and allows for communication between different systems. APIs can be used to allow third-party developers to access certain features or data of an application or service, enabling them to build their own applications that integrate with it. Tech startups can use APIs in a variety of ways to expand their reach, improve their products and services, and increase their revenue. APIs enable startups to leverage…

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