KUMO discovers what is exposed. KAGE investigates what happened. Two open-source tools for the security lifecycle. KUMO maps external attack surfaces and exposed assets through reconnaissance and OSINT: https://github.com/karim852/KUMO... KAGE supports Windows evidence collection, artifact analysis and incident investigation: https://github.com/karim852/Kage... From attack surface discovery to digital forensics, built in the open.