Schlagwort: ai
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From configuration to optimization: GLM 5.2, Mistral, and my Dynamic Model Router
Introduction I recently had time to explore the latest models available via the Mistral API and was surprised to find GLM 5.2 offered through Mistral. It seems they are replacing their own large model with this open-weight alternative. Eager to test its performance, I decided to integrate it into my Pi.dev setup, particularly to see…
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Smart Model Routing: One Way to Prevent Vendor Lock-In?
Smart Model Routing, implemented in my Dynamic Model Router (a Pi extension, details below), is more than just a technical solution. The idea for Smart Model Routing had been brewing for a while, especially as I grappled with vendor lock-in and token costs. While finishing the dynamic routing extension for Pi, I noticed that many…
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Spec Driven development
Over the past month, I’ve experimented with various approaches to make AI-driven development more productive—shifting from vibe coding to structured, context- and spec-driven workflows. This journey reflects a clear evolution: from ad-hoc solutions to professionalized workflows, and finally to streamlined automation. In my blog post from September 2025, I outlined how context engineering is transforming…
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AI and OSGi: When the Parrot Doesn’t Know the Words
After my experience with AI and OSGi, as can be read in the last blog, I really wanted to know how good AI is with OSGi. I have to admit, AI is really at its boundaries regarding a technology that wasn’t the main technology back then and is now. Because of my experience while working…