ArticleDefensive Security
Building a Production-Grade Detection Engine in Python: Sigma Rule Transpilation, AST Parsing & Telemetry Pipelines (2026 Masterclass)
Build a zero-dependency Python 3.11+ AST detection engine that transpiles Sigma rules into Microsoft KQL, Elastic EQL, and real-time in-memory event evaluators.
Syed Zada Abrar · 13 min