Mood
Blog / working notes
AI is neither a digital person nor a search engine. Here is the practical version: what a model does, why its answers can be impressive, and why fast generation is not the same as solving a problem.
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I tested whether a site could attract organic traffic with almost no budget. It worked better than expected — but traffic did not automatically become clients.
Reality changed the game by eliminating the need for self-signed certificates. But in 2025, that is not enough: we analyze new attack vectors via RTT timings and post-handshake messages.
XHTTP changes the game in traffic obfuscation. We analyze how the new protocol mimics CDN behavior, eliminates nested TLS handshakes, and makes data flow invisible to neural networks.
Before configuring complex circumvention systems, it's essential to understand the basics. We explore how data travels across networks and why the lock in your browser is just the tip of the iceberg.
In this guide, we analyze how 2025 engineering solutions ensure connection stability through application-level imitation and metadata protection.
By late 2025, the Russian internet has fully entered the era of "smart" filtering. We analyze how modern classification algorithms manage backbone traffic.
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