Software Architect and Business Analyst
Tech in Context
A blog that explores theory and practice in the IT field
Summary While the hype surrounding Generative AI continues, it is also driving automation forward. Multi-agent systems (MAS) combine large language models into an entire network of collaborating agents to enable task automation. Open source frameworks such as Crewai make setting...
Large language models (LLM), which are behind Generative AI solutions, have increased efficiency in the processing of research and analysis tasks. With the help of LLM multi-agent systems (MAS), we can automate steps such as data collection, information extraction and...
Summary part 1: The increase in environmental reporting under constantly changing conditions requires adaptable IT systems. System interfaces that are subject to external changes can benefit from plug-and-play “API connectors” that follow a strategy of reusability. Consistency and validation of...
Carbon accounting methods require the management of different data sources and their combination into aggregated data. Doing so in real-time is another challenge in itself. In this tutorial, we learn how to use plug-and-play solutions by Confluent Cloud to perform...
Summary: Go for event streaming if your data manage operational processes and proactive behavior is required. It is specifically designed for real-time processing with high throughput. Increased throughput usually comes at increased cost, but such is offset by benefits in...
