Flex Workflows: Automate Knowledge Processes with AI

• Mariusz Sieraczkiewicz
• Artificial intelligence , Productivity

Traditional approaches struggle with complex automation. Flex Workflows provides a framework where specifications, standards, artifacts, and services guide AI agents through complex workflows, producing consistent, high-quality results at scale.

Effective Understanding of a Topic

• Mariusz Sieraczkiewicz
• Knowledge development , Research techniques

This time, the topic slightly ventures beyond IT projects. Recently, I’ve been doing a lot of research work where I need to construct a coherent extract of practical information from a multitude of knowledge sources. After extensive work in this area, I’d like to share a few tips that I’ve had the chance to apply multiple times.

Why Agile Fails

• Mariusz Sieraczkiewicz
• Agile practices , Project management

Introduction

Implementing a methodology from the Agile family is not at all easy. The problem usually lies in management, who upon superficially understanding what it’s all about, perceive the new method as a promise that from now on, everything will magically work better. It doesn’t matter if we have subpar team members and adhere to the principle that “any specialist can be replaced by a finite number of students.” It doesn’t matter if there’s complete disregard for knowledge management and skill development in the team because there’s never time for that. It doesn’t matter if people working on projects are shuffled between projects—after all, it’s about interdisciplinarity, and everyone should know everything.