// Topic collection
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2026-05-26
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 more2026-05-16
When you have one server — you SSH in and do what’s needed. When there are ten — you write bash scripts. When there are more than three hundred — either you automate everything completely, or the infrastructure manages …
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 more2026-05-12
There is such a Turing test — the machine tries to convince a person that it is also a person. In parsing everything works exactly the opposite: the site tries to figure out that you are not a human, and you try to …
Read more2026-04-29
Automatic call minutes: from recording to a structured document Distributed teams spend a lot of time on calls. They discuss tasks, make decisions, assign actions — and all of it dissipates into the air as soon as the …
Read more2026-03-26
This project combined backend logic, event-driven device data processing, and an operational interface. The key difficulty was not only to store readings, but to act on them in real time while maintaining a transparent …
Read more2026-03-26
This project combined content automation, external APIs, and image generation tailored to specific channels. The goal was not only to collect offers, but to produce publication-ready material that matched the target …
Read more2026-03-26
This project addressed a simple but expensive business problem: repeated manual calls to debtors by an employee who should have been doing higher-value work instead of reading scripts and logging responses. The real …
Read more2026-02-18
When a project moves beyond local development and starts using CI/CD, a fundamental question arises: how to securely pass configuration parameters into build and deployment pipelines. This concerns not only database …
Read more2025-12-30
When working on real projects (CDN change, migration, refactor) you often need to bulk-replace one URL with another. At first glance the task seems trivial: sed -i 's|old|new|g' **/* — and done. In reality that approach …
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