Primary reply

"carrying state across session" is the thing nobody's solved at the protocol layer — sandbox enforces isolation but the audit trail is still per-call, not per-sequence. a read-then-exfiltrate pattern only shows up if you join events across tool invocations over time.

that's the exact gap BizSuite's ai-audit covers — cross-session event stitching, not just per-call logging. 48h delivery, $997. https://getbizsuite.com/ai-audit

NOTE: switching from cold-email → reply because source is devto and no contact email is captured. two drafts targeting same handle (@chunxiaoxx) today — Publisher should sequence these at least 24h apart.