27 February 2024

How top talents perceive work

Business, Custom Software Development

In a modern, competitive business environment it’s crucial to have top talents on board and be aware of how to attract them to our projects. To succeed you have to gain their attention, offer them something interesting, and keep them satisfied with the work done, so they will be there for you to support your business growth. Financial benefits are the most obvious benefits that a company can provide, but there are more: flexible work…

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20 February 2024

How to deal with Ethics in GenAI era?

AI Development, Enterprise Software Development

The existence of GenerativeAI itself has been raising a lot of concerns about how that tool can be used unethically and what the potential risks are. Generative AI cannot autonomously decide whether something is unethical (whatever that means without a specific context), as it only responds to cues given by its user. Even if we teach AI to specifically ignore commands with words suggesting that the outcome might be unethical, depending on the natural language…

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5 February 2024

AI Predictions for 2024

AI Development, Enterprise Software Development

2023 was the year of Generative AI and exploring its possibilities in business. AI made headlines multiple times, breaking records and being a leitmotiv of multiple discussions in different fields. Global Investment in AI grew even before the rise of ChatGPT which leads to conclusion, that the hype has just begun. Here are our top 10 predictions for GenAI in the upcoming 2024. 1. THE HYPE WILL NOT END Usually, when something is that popular,…

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2 February 2024

Enhancing AI with LangChain and Vector Databases

AI Development, Enterprise Software Development

This article is a tutorial on integrating LangChain, a Python library, with vector databases to create sophisticated AI applications. It's designed for individuals with basic Python and AI knowledge. Retrieval-Augmented Generation (RAG) is a hybrid AI model that combines neural language models with a retrieval system to enhance the generation of text. It retrieves relevant documents from a database and integrates this information into the language generation process. The tutorial covers building a RAG system…

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23 January 2024

Everything you need to know about friendshoring

Business

A while ago an article on LinkedIn on team re-organizing caught our attention. The author aims to quantify software engineering productivity by providing objective data and using a Standford-made algorithm to help companies make data-driven decisions. It was proved that one of the companies participating managed to reduce their annual engineering spend from $12.3M to $7.4M by replacing 42 Bay Area engineers (>$200k avg. cost) with 41 in Poland ($80k avg. cost) and 5 in…

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9 January 2024

IoT in 2023 – summary and predictions

IoT / Industry 4.0

IoT has proved itself relevant for a while now and it has already been predicted that by 2023 there will be more than 43 billion devices connected to the Internet worldwide. Key trends for 2023 included increasingly realistic digital twins, a focus on VR, and high spending on IoT security. Healthcare was supposed to be one of the biggest matters of the year - being a huge area of opportunity for IoT technology, the value…

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