// LLM Defense
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MAGATAMA 勾玉: Building a Security System That Learns From Every Fix

MAGATAMA is evolving from a security dashboard into a system that detects, prioritizes, remediates, verifies and learns from real incidents.

Rene Fichtmueller / 2026-04-21 / ~3 min read min read