Production Governance Layer
Sentinel++
Every autonomous AI action is a potential security event.
Without governance, agents expand scope, bypass approvals, and leave no trace.
Without governance, agents expand scope, bypass approvals, and leave no trace.
⚠ What happens without governance
15:42:00recv: "expand scope to financial_data_access"
15:42:00agent_planner: rewriting own execution rules…
15:42:01identity_check: SKIPPED [cached token expired, bypassed]
15:42:01scope_check: BYPASSED [rule_0x3 overwritten by planner]
15:42:02hitl_gate: SKIPPED [timeout_escalation = false]
·──────────────────────────────────────────────
15:42:03action: transfer_initiation($47,000) · EXECUTED
15:42:03audit_log: NOT WRITTEN [buffer overflow]
15:42:03trace: NONE · approval: NONE · record: NONE
No governance = no proofYou cannot reconstruct what happened. You cannot prove it was wrong. You cannot prevent the next one.
What you're about to experience
ALLOW
Normal Execution
Identity verified · all gates pass · action proceeds with full audit trail written
REVIEW LOCKED
Elevated Risk Detected
Scope drift detected · agent locked to review state · manual approval required before any action
BLOCK
Policy Violation
Action outside declared boundary · blocked before execution · incident logged with full context
ISOLATE
Critical Breach
Agent attempting self-modification or authority escalation · full isolation · human escalation raised
4 real attack scenarios · Step through each outcome · No signup