This repository contains public-safe security engineering content, validation evidence, and generated detection artifacts. The main risks are:

• publishing sensitive environment details in examples
• committing secrets or private telemetry
• overstating lab validation as production assurance

If you find a security issue, avoid posting sensitive details publicly first.

Open a minimal GitHub issue labeled security if no private reporting path exists, and omit secrets, tokens, credentials, and environment-specific details.

• remove secrets, tokens, credentials, and private host details
• confirm examples and evidence are safe for public release
• keep generated content clearly labeled as generated
• verify that Markdown still renders and links correctly
• do not fabricate evidence to make the repository look more complete

This repository does not claim production deployment readiness, production alert coverage, or safe offensive execution outside the approved lab scope.