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Practical insights on AI technologies and real-world applications

Claude now writes in invisible ink. Can you wash it out?

Claude now writes in invisible ink. Can you wash it out?

August 13, 2026
15 min read
Luka Breitig Luka Breitig

Anthropic quietly began watermarking everything Claude writes. I went through the announcement, the law that prompted it, and the research on whether a watermark like this can be removed. Most of the advice going around is nonsense, but not all of it.

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Do LLMs really write better Elixir than Python?

Do LLMs really write better Elixir than Python?

April 02, 2026
9 min read
Luka Breitig Luka Breitig

A Tencent benchmark ranked Elixir #1 for LLM code generation. As an Elixir developer, I dug into the data — the truth is more nuanced than the headline, but the structural advantages are real.

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From chatbot to agent: a step-by-step mental model for understanding agentic AI

From chatbot to agent: a step-by-step mental model for understanding agentic AI

January 04, 2026
38 min read
Luka Breitig Luka Breitig

Moving from conversational mimicry to autonomous execution: understand how agentic AI systems pursue complex goals, use tools, and adapt to changing environments through a continuous reasoning loop.

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When your AI turns against you: defending public chatbots from prompt injection

When your AI turns against you: defending public chatbots from prompt injection

May 20, 2025
8 min read
Luka Breitig Luka Breitig

Users turned Bild.de's public chatbot against the brand. Here are the prompt-injection defences every team running a public-facing AI should put in place.

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