From the Frontline.

How we think about cheat detection, server security, and building tools that server owners can actually trust.

Why Server-Side Is the Only Anti-Cheat That Matters

Client-side anti-cheats can be dumped, hooked, and bypassed before your server even knows something went wrong. Here's why server-side detection is the only approach that actually holds up.

Technology

February 10, 2026

8 min read

250 Data Points vs 1 Threshold: Why Static Rules Miss Everything

A single threshold like 'if aimSpeed > 500' is trivial to bypass. We analyze 182 general features and 68 tick-based sequence parameters per event. Here's what that actually looks like in practice.

Server Admin

February 7, 2026

5 min read

The False Positive Problem Nobody Talks About

You install an anti-cheat, it flags half your regulars, you disable modules until it stops. Sound familiar? There's a reason this keeps happening — and it's not a hard problem to solve.