Scanned.Audited.
Reported.
Security scanning runs client-side before storage. Compliance auditing runs per turn, per session, per project.Four regulatory frameworks. Zero code changes to enable.
scan latency
secret patterns
compliance frameworks
audit tiers
Log findings, content passes through unchanged
Replace matches with [REDACTED_TYPE] placeholders
Reject content entirely, raise ContentBlockedError
SECURITY DASHBOARD
SAFE
SECURITY POSTURE: OPTIMAL
SECRETS
8
redacted
PII
15
redacted
INJECTIONS
4
flagged
INTEGRITY
OK
verified
FINDINGS TREND
Per-Turn Audit
Every turn scanned per enabled framework. Findings linked to specific memories and artifacts.
Session intent captured at detection time for temporal replay.
Session Digest
All findings synthesized into a compliance narrative. Risk trajectory computed.
Key moments identified. Intent at peak risk captured.
Project Report
Cross-session aggregation with executive summaries. Dominant patterns identified.
Risk-trigger intents mapped. Actionable recommendations generated.
Reconstruct what the agent knew at any turn
Map violations to specific agent goals
Track if risk is escalating, stable, or improving
Project-wide summaries with recommendations
v1 · Explore codebase
Agent reads configs and source files
v2 · Process user data
Personal names appear in tool output
v2 · Process user data
Email addresses stored without redaction
v2 · Process user data
SSN detected in CSV artifact content
v3 · Generate reports
Aggregated data with low re-id risk
SESSION DIGEST
“Session started clean but introduced personal data at turn 8 when processing user records. Risk escalated through turns 12-15 with unredacted SSN in CSV artifacts.”
/v1/compliance/findings
List findings with filters — project, framework, severity, session
/v1/compliance/digests/{session_id}
Session compliance digest — risk level, trajectory, narrative, key moments
/v1/compliance/reports/{project_id}
Project report — executive summary, patterns, recommendations (cached 1h)
/v1/compliance/reports/{project_id}/regenerate
Force regenerate project report