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Author: Anti Soosaar

AI automation: what should you ask before paying EUR 30,000?

One procurement automation proposal quoted over EUR 30,000 and three months. We reached a usable solution in about five hours. What should you ask before buying an AI solution?

Bauhub MCP: AI in construction

We have been testing and using the Bauhub MCP connection for about a month. How AI can help with construction documents, and the independent setup help and team training I offer.

Tallinn Data Week 2026: have managers always been vibe coding?

My second year at the Tallinn Data Week Data Science Seminar. Why AI models need to be replaceable, how to work with sensitive data, and whether managers have always been vibe coding.

ChatGPT, Work or Codex: which should I give my task to?

ChatGPT, Work or Codex? Practical examples from my experience explain which to choose, when a browser is enough and when a desktop app helps.

In-house AI training: back in front of a group after the summer

On 16 October, I returned to in-house AI training after a long break. How did it go? The 22 survey responses gave it an average usefulness rating of 4.68 out of 5.

What is vibe coding? From your idea to a working application

What is vibe coding, and how can you test an idea with AI? I compare Lovable, Claude Code and Codex and use a simple calculator to show what needs checking.

What is an MCP connection, and what can AI do with it?

MCP helps an AI application use your tools and data. An online-store example explains the connection, permissions and developments as of October 2026.

ChatGPT or Gemini? Changing a T-shirt revealed the difference between their image generators

I prefer ChatGPT for creating several images at once and Gemini for editing. A comparison of my product-image experiments, visible artefacts and original file sizes.

AI in energy: 96 decisions a day

Notes from the University of Tartu data science seminar: battery control, 96 daily decisions and using weather data in the electricity grid.

How do you migrate eight websites to another host while you sleep?

At ten in the evening, I asked Codex to move eight websites and email to Hostinger. An hour later, I went to bed. By morning, the sites had been migrated.