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AI-First

What AI changes in software development, where the tools still stumble and what companies make of it. Mostly practice reports, no hype pieces. Articles are in German.

AI-First

AI

The code is finished. Now the thinking starts.

A finished function, a one-cent difference and the question of who actually understands what the code does.

Guido Mitschke · 15 Oct 2026 · in German

AI

When machines describe the world, and who gets to decide how

If AI eventually writes all the program code and nobody reads it any more, the specification becomes the actual program. Who then gets to define what is in it?

Guido Mitschke · 19 Aug 2026 · in German

Desk with an open laptop whose screen shows a text about AI watermarks, next to an open notebook with hand-drawn diagrams, plus books, a cup of coffee and a pen.

AI

The invisible watermark

An AI watermark is not in any file, it is in the choice of words itself. How that works, and whether it will change our language in the long run.

Guido Mitschke · 17 Aug 2026 · in German

AI

AI tools reinvent the wheel every day

Imagine a craftsman who rebuilds his tools every morning. That is how today's AI coding tools work, and nobody is solving the problem.

Guido Mitschke · 1 Apr 2026 · in German

AI

ChatGPT 5.4: more thinking, fewer errors, but is it really a leap?

GPT-5.4 brings thinking mode, computer use and 1 million tokens of context. My verdict: impressive in parts, but no paradigm shift.

Guido Mitschke · 7 Mar 2026 · in German

AI

Why the AI-first approach matters for companies

AI-first is not a buzzword. A practice report on what changes when AI is not the icing on the cake but the foundation.

Guido Mitschke · 25 Feb 2026 · in German

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A different angle?

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