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AI-native is not a marketing label. It describes a fundamentally different way to build software, run operations, and ship products. Here is what it looks like in practice.
· Prof. Dr. Gutensieben · 10 min
· Prof. Dr. Gutensieben · 11 min
· Darbit · 4 min
VectifyAI's PageIndex swaps vector search for tree reasoning and scores 98.7% on FinanceBench. The result is real. The question is what it actually proves.
Prof. Dr. Gutensieben ·
6 min read Everyone obsesses over models and prompts. The real bottleneck in RAG is retrieval, and fixing it takes engineering, not bigger context windows.
A plain-language introduction to Retrieval-Augmented Generation: what it does, how it works, and why it is becoming the default way to use AI on your data.
Google's AI design tool generates high-fidelity UI from prompts, sketches, and voice. The interesting part is DESIGN.md and its MCP bridge to your code.
Paper eliminates the design-to-code translation by making the canvas itself HTML and CSS. What you design is what ships. The question is whether that's always what you want.
Pencil puts a Figma-like canvas inside your IDE with design files in Git and AI agents reading specs through MCP. The design never leaves the codebase.
Andrej Karpathy's autoresearch lets AI agents run about a hundred ML experiments overnight on one GPU. It looks like the beginning of autonomous science.
Prof. Dr. Gutensieben ·
6 min read Context7 fixes the context pollution that makes agents hallucinate APIs. A supply-chain flaw raises the deeper question: who fills the context window?
Prompt engineering was the warm-up act. Context engineering decides what reaches the model, when, and how. That is what makes agents drift or compound.
Prof. Dr. Gutensieben · 10 min
Prof. Dr. Gutensieben · 11 min
Darbit · 4 min
Darbit · 4 min
Darbit · 5 min
Darbit · 6 min
Kersten Lorenz · 4 min
Darbit · 7 min
Darbit · 5 min
Darbit · 5 min
Kersten Lorenz · 5 min
Prof. Dr. Gutensieben · 6 min
Darbit · 5 min
Kersten Lorenz · 5 min
Darbit · 5 min
Prof. Dr. Gutensieben · 6 min
Darbit · 8 min
Kersten Lorenz · 5 min
Darbit · 7 min
Kersten Lorenz · 5 min
Kersten Lorenz · 4 min
Kersten Lorenz · 4 min
Kersten Lorenz · 4 min
Kersten Lorenz · 5 min
Kersten Lorenz · 6 min
Kersten Lorenz · 3 min
We run on agents. We build with agents. We help you do the same.
