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2026-04-09
Every streamer has encountered “dropped frames”. Often the problem isn’t a weak PC, but that the home network doesn’t know which traffic is more important. If someone in the next room starts …
Read more2026-04-01
This note analyzes the architecture of an automated outbound calling system: how the processing pipeline is organized, how dialing via Asterisk AMI works, and how the cycle closes from speech generation to result …
Read more2026-04-01
For popular products on Wildberries, the number of reviews easily runs into the thousands. Reading them manually is slow, tedious, and inefficient. Real reasons for returns, systemic product issues, recurring complaints, …
Read more2026-03-31
Modern CAPTCHA has long ceased to be just an “exercise in recognizing crooked letters.” Today it’s a full-fledged anti-bot mechanism that analyzes not only the explicit action of the user, but also the …
Read more2026-03-30
Imagine: an ethical hacker finds an exposed .env file or a critical vulnerability on your server. They don’t want to hack you — they want to help. They go to the site, look for contacts and… hit a wall. The …
Read more2026-01-12
Write a Dockerfile simply: FROM node, COPY ., CMD run. It works, and for local tests this is often enough. But when such an image reaches CI/CD or, God forbid, production, problems begin: builds take forever, the image …
Read more2025-12-31
If you do self-hosting, run a home lab, or manage a small VPS, you’re probably familiar with Portainer. It’s the de-facto standard: a powerful, all-encompassing “Swiss Army knife” for Docker. But …
Read more2025-12-23
Over the last ten years the web application deployment industry has evolved from FTP scripts and rsync to highly complex orchestration systems. Today developers and small teams increasingly face a difficult choice: …
Read more2025-12-04
In a world where data volume grows faster than GPU prices, the question “Where to store files?” becomes critical. Google Drive and iCloud are convenient but expensive and not unlimited. External hard drives …
Read more2025-11-27
If your business works with users from Russia, the question of where personal data is stored concerns you directly. Phones, names, email addresses, form submissions, employee data — all of this falls under strict …
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