Blog posts by parson

It’s November 2025 and I just came back from this year’s tcworld conference. Pretty much a year ago in November 2024 Anthropic introduced an open-source standard, the Model Context Protocol MCP. It allows connecting apps and servers to generative AI such as ChatGPT, Claude or Gemini.

Technology moves fast these days; generative AI moves lightning fast. And a year was enough for developers in all domains to develop thousands of MCP applications. When I first heard about MCP servers earlier this year, I immediately had to try some of Anthropic’s reference implementations. Seeing the LLM doing actual work on my laptop was eye opening. read more

More and more companies are replacing static manuals with self-service solutions, which benefits both companies and customers. These solutions empower users to solve problems, whether they are related to purchasing, operating, or troubleshooting a product independently. The key is providing contextual, modular, action-oriented information. read more

Every day, companies publish numerous pieces of content, including data sheets, website articles, knowledge articles, support information and operating instructions. The structure of corporate content often is the result of organic growth over time. Imagine a solid house that has been expanded and modernized over the years. While house remains stable and serves its purpose, some of its features may be outdated. Yet, underlying structures may have developed that go unnoticed in daily operations but eventually impact smooth workflows. read more

Not long ago, the role of technical communicators was clearly defined: they created structured texts, explained complex topics, and delivered final documents at the end of development.

Today, the picture looks very different. Digitalization, connected products, and artificial intelligence have rewritten the rules. Content is no longer limited to static documents but lives in dynamic information spaces that adapt to context, audience, and system. AI chatbots generate texts in multiple languages and for diverse audiences, while also taking over routine tasks. With interfaces and cloud-based systems on the rise, many activities that once required manual effort can now be fully automated. read more

What once sounded like science fiction is now reality: machines that can learn, think, and even be creative. 

But how do you communicate with AI? How do you get it to produce exactly the content you have in mind? Because an AI doesn’t think like a human—it detects patterns in data. That’s why a different style of communication is needed. This is where the technique of prompt engineering comes in. read more