Security Postureagent-as-actor · grounded in qcontrol telemetry
Assurance · Security Posture
How safe the fleet is — the score, what lowers it, and where it is heading.
76
fleet posture score
target ≥ 80
1
critical agents
score < 50
88%
instrumented coverage
7/8 agents
1
shadow installs
installed, unmonitored
Fleet posture score
instrumented agents · target ≥ 8076/ 100
0target ≥ 80100
4
Hardened
3
At risk
1
Critical
What lowers the score
risk factors across the fleetNo tool-approval policy
5−10 each
Running as root
2−25 each
Approvals & sandbox bypassed (yolo)
1−35 each
Sandbox disabled
1−20 each
Permission checks bypassed
1−15 each
Posture regression — current vs worst observed
agents that have been worse than they are nowsupport-copilotworst observed 50 (Running as root)current 65↑ 15
Critical & at-risk agents
score < 80 · lowest firstAt-rest installations — coverage
4/5 instrumented · 1 unmonitoredAdapterVersionExecutableConfigCoverage
claude-cli2.1.161/Users/mark/.local/bin/claudepresentinstrumented
claude-desktop1.9255.2/Applications/Claude.app/Contents/MacOS/Claudepresentinstrumented
cursor-cli3.5.17/Applications/Cursor.app/Contents/MacOS/Cursorpresentinstrumented
cursor-desktop3.5.17/Applications/Cursor.app/Contents/MacOS/Cursorpresentinstrumented
zed0.229.0/Applications/Zed.app/Contents/MacOS/zedpresentunmonitored
Fields: security_score · factors · worst_score · worst_factors · danger_level · instrumented · installations — from app/data/c16-fleet.ts (qcontrol /api shape). Score = 100 − sum of FACTOR_PTS deductions.