The Whole Detection Lifecycle, One Role, No Handoffs
Detection work is split across tools and teams, and every handoff drops context. Cyber Defense Engineering makes it one role running the whole loop. Headless or in SAM.
One Role, the Full Loop
One Cyber Defense Engineer (CDE) runs the entire loop.
Assessment to Tuning, Without the Handoffs
A CDE moves from knowing what's covered, to writing the detection, to hunting the gap, to tuning the result, all in one environment. Every Skill and cell they write gets reused the next time the same call comes up.
Built for the Way CDEs Actually Work
Headless-first
Every workflow runs from a terminal or chat agent, not just a dashboard.
One coverage model
Assessment feeds directly into what gets built next, not a separate spreadsheet.
No context switching
Assessment, detection, hunting, and triage happen in one notebook, not four tools.
Skills, not one-off scripts
A CDE's best logic doesn't die when they move to a different task.
Built to scale with one loop
Each pass through the loop makes the next detection faster to build and tune, so coverage compounds instead of resetting.