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.
Posted 2 weeks ago by Milos Svana
Me and many of my colleagues at profiq use Notion for note-taking and work organization. Our workspaces contain a lot of knowledge about our work, plans, or the articles or books we read. At some point, a thought came to my mind: couldn’t we use all this knowledge to come up with project ideas suited to our skills and interests?
Posted 3 months ago by Milos Svana
It has been over a year since OpenAI introduced ChatGPT and brought the power of AI and large language models (LLMs) to the average consumer. But we could argue that introducing APIs for seamlessly integrating large language models into apps developed by companies and independent hackers all over the world can be the true game changer in the long term. Developers are having heated discussions about how we can utilize this technology to develop truly useful apps that provide real value instead of just copying what OpenAI does. We want to contribute to this discussion by showing you how we think about developing autonomous agents at profiq. But first a bit of background.
Posted 10 months ago by Milos Svana
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 […]
Posted 1 year ago by Milos Svana
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 […]
Posted 1 year ago by Milos Svana
A well-designed API is both an important business driver and a must if you want to split your software product into smaller modules. Whether you decide to deploy your app as a set of microservices or separate the client-side rendered frontend from the backend, you need to think about how the individual components will interact […]
Posted 3 years ago by Milos Svana
At profiq, we are always interested in learning something new, and trying novel technologies. One of these technologies is Elixir—a functional programming language whose main strengths lie in fault tolerance and scalability through concurrency. This makes it a good candidate for backend development, especially when it comes to high-traffic web applications. We, for example, utilize […]
Posted 3 years ago by Milos Svana
In an earlier article, we introduced you to Presto, an open-source, distributed SQL query engine. It lets you use SQL to query data from many types of storage solutions. This includes data sources that don’t support SQL natively; for example, a JSON file stored on AWS S3. What’s even more interesting, is that Presto lets […]
Posted 3 years ago by Milos Svana
It is not uncommon for companies to use multiple data stores based on different technologies. We can easily imagine an organization using relational databases for transactional data, a NoSQL database such as MongoDB for semi-structured data, and an S3 bucket for large datasets. When performing analytical tasks, we often need to combine data from all […]
Posted 3 years ago by Milos Svana
Have you ever seen a speaking piano? Pretty cool, right? At profiq, we sometimes take a break from serious business and explore some pretty obscure ideas. A musical instrument able to replicate human speech is one of them. Inspired by YouTube videos and by our friends from the House of Hungarian Music in Budapest, we […]
Posted 3 years ago by Milos Svana
Surveys are a great way to collect opinions from a large number of people from different groups, subsequently using this information to design better products and services. Despite the proliferation of many advanced analysis tools it’s often difficult to understand the needs of your customers without the direct communication provided by surveys. Simple survey tools […]