Currently, there are more than 400 million code repositories on platforms such as GitHub. With such a large ecosystem, documenting a project well has become crucial for any developer who wants to use or review the code to understand how…
What is OpenCode? OpenCode is an open-source artificial intelligence (AI) code agent that is deployed locally. It is designed to assist developers with code development and other day-to-day tasks. OpenCode integrates various large language models (LLMs), both locally and via…
The post Process Discovery: Methods and a Practical Example already explored this popular technique for deriving a process model from logs of the original system. However, there is much more that can be done with those process logs. For example,…
Testing is a key component of any data engineering process. It allows us to validate that the data we are generating or transforming meets the expectations defined at each stage. Furthermore, it helps ensure the system’s robustness by facilitating the…
In one of the latest projects we’re working on in Damavis, we began building an ETL process from scratch. On one hand, a team member was setting up the cloud architecture and all its components. Meanwhile, I was analszing the…
Nowadays, generative AI for businesses has gone from being a pipe dream to a reality. As we discussed in Generative AI for businesses: How to implement private agents, integrating these systems has become a major opportunity for companies looking to…
Artificial intelligence has become an indispensable tool in our daily lives for many of us. While 2024 and 2025 saw a real boom, 2026 is shaping up to be the year of generative AI for businesses. It is no longer…
Data deduplication is a problem that affects many organisations. In addition to negatively impacting business operations, it can also affect costs. In this article, we will analyse what it entails and what architecture to implement in a project of this…
When analysing a system’s behavior, it is not uncommon to encounter some kind of problem or difficulty. For example, we might want to improve a process—whether by better distributing workloads, avoiding long wait times, or increasing its performance. However, it…
For years, Airflow has been used as a scheduler that allows tasks to be executed at specific times. This was done using cron expressions that specified the exact time an event was to occur. This approach works well for traditional…