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2026-09-22
I occasionally catch myself thinking “what if someone has already done this?” — after I’ve just written another piece of code. With confgraph, my AI secretary for video conferences, I decided not to …
Read more2026-09-22
After the move to Hugo the site turned from a heavy, constantly crashing thing into a light and fast static archive — and it became clear this wouldn’t be the end of it. If the site is now fast and doesn’t need a …
Read more2026-09-22
n8n workflows using language models carry two types of risks. On the input side, a user can send personal data, an API key, or an attempt to “jailbreak” the model’s instructions. On the output side the …
Read more2026-09-22
What is Open WebUI Open WebUI is a web interface for working with language models that you install on your own server or computer. It looks and works like a familiar chat with a neural network, but connects to multiple …
Read more2026-06-10
A client came to me with a task that at first glance looks almost naively simple — so much so that it’s a little suspicious. There is a catalog: more than 50,000 items, and it’s not static — it constantly grows as …
Read more2026-06-01
A todo app is a kind of Hello World in the programming world. Every developer has made one at least once, usually at the very beginning, when you don’t yet know what to write but already want to create something …
Read more2026-05-26
Most people use n8n to move data from one place to another — a webhook arrives, create a task, a form is filled out, send it to the CRM. It’s useful, no doubt, but it’s a bit like using a good knife only to …
Read more2026-05-15
The client came with an idea: they have access to the level.travel API, hundreds of Telegram channels for travel agents, and a desire to automatically publish attractive tours on a schedule. Sounds like a typical …
Read more2026-05-14
LLMs reason very well. Their memory is poor. Ask an AI assistant about something you mentioned earlier in a long dialogue — and it might get confused, mix up details, or just start to drift, inventing facts. The longer …
Read more2026-05-13
Among parser developers a strange approach is spreading: send every downloaded page to an LLM asking it to find the needed data. Sounds convenient — you don’t have to understand the markup, the model will figure it …
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