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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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Tech Demo: Asynchronous I/O in Python by Miloš Švaňa

In this Python Guild video demo, Miloš Švaňa walks through the fundamentals of asynchronous I/O (async I/O) in Python, explaining how it can improve application performance by efficiently handling I/O-bound tasks like network requests and database interactions. He also compares synchronous vs. asynchronous programming to highlight the key advantages of async I/O. profiq.com hosts monthly Python Guild and a Javascript Guild demos as platforms for sharing knowledge, the latest news, and best practices across different teams. We we wanted to share the latest insights with you. Highlights from the Demo…

profiq Video Demo: How to Set Up a JSON Web Server Using Go Technology 

In this technical video demo, Pavel Balcárek, a software engineer at profiq walks through some foundational concepts for working with Go (Golang) to create HTTP servers, handle JSON, and even render simple web pages. If you're looking to deepen your understanding of Go's capabilities and standard library, this session offers plenty of practical value.  Here's a highlight of what you'll learn in the video: 1. Building an HTTP Server  Discover how to set up a basic HTTP server using Go's robust standard library. The demo illustrates why learning the fundamentals…

Effective communication is essential and life-saving in the elder care sector. It fosters vital collaboration amongst caregivers, healthcare providers, and families, ensuring everyone is on the same page to deliver the best possible results. Serenity Connect is an innovative platform designed specifically to facilitate communication among elder care providers, clients, and their families. Founded in 2019, Serenity Connect aims to revolutionize how aging service providers, older adults, and their loved ones interact through seamless, real-time, and HIPAA-compliant communication. The journey to developing this novel platform highlights the power of person-centered…

Code Reviews in a Galaxy Far, Far Away

Code reviews are a huge part of our day-to-day job and over the years I realized it takes time to learn how to write them in a way that is helpful and also encouraging. As developers, we tend to be very direct when we communicate, but when it is not done face to face or when we work on a remote team and do not know each other well, very direct communication can make an impression of being rude or harsh. Also sometimes the feedback is just too vague or…

profiq Video Blog: How to Train and Use Your Own Voice AI Model with Applio

In recent years, the rise of synthetic voice technology has opened up new possibilities for a variety of voice-based applications. Whether it's creating personalized voice assistants, enhancing accessibility tools, or developing unique AI-driven experiences, the potential is vast. But how easy is it to create a custom voice AI model that runs locally on your computer, without relying on cloud services? Applio offers a powerful, open-source solution making training and using a custom voice model accessible to everyone—from developers to creative teams. Unlike cloud-based alternatives, Applio does not require an…

In recent years, large language models (LLMs) have revolutionized the way we interact with technology. From enhancing productivity to enabling creative applications, their potential is vast. How challenging is it to run a powerful LLM directly on your PC or laptop? LM Studio is a user-friendly app that allows you to easily manage and run LLMs on your computer. It offers a streamlined interface, making it accessible even for those new to machine learning. In this video tutorial, Miloš Švaňa walks users through how to choose, download, and run an…

AI Developer Tools With the rapid advancements in large language models (LLMs) over the past few years, we’ve seen a surge in AI-powered developer tools. Since code is essentially text, it’s an ideal use case for LLMs. While there are many tools available to assist with software development, let’s focus on the most impactful ones: code completion and code manipulation tools. The most well-known tool in this space is GitHub Copilot, which gained immense popularity as one of the first to hit the market. However, there are now several new…

profiq Video: Using LangSmith in a non-LangChain codebase by Viktor Nawrath

Applications powered by large language models (LLMs) need to be more than merely functional—they need to be scalable, reliable, and capable of continuous improvement over time. To make this happen, you need tools that allow you to trace and fine-tune your app's performance to identify inefficiencies, diagnose issues, and improve response quality. This is where LangSmith comes into play: a tool built for developers working with LLMs who need insight into how their AI models behave in production environments. LangSmith can be a game changer for AI developers. LangSmith gives…

New frameworks and tools are constantly emerging, each promising to make our lives easier and our applications faster. But every so often, a framework comes along that doesn’t just promise incremental improvements—it redefines the game. Qwik is one such framework: built by performance nerds, for performance nerds.  Qwik introduces novel architecture that eliminates the need for the traditional UI hydration process, a step that often bogs down web apps with unnecessary overhead. Instead of rehydrating the entire UI on the client side, Qwik only activates the parts of the application…