Access creates business liability
An agent can expose credentials, personal details, customer context, internal instructions, or production workflows while completing an otherwise legitimate coding task.
Instructions can be weaponized
Prompt injection can live inside repository-readable content. Defensive workflows separate untrusted instructions from approved operating policy.
Risk reduction needs a system
CapitalGuard combines detection, policies, local guardrails, reports, scan history, workflow controls, and verification rather than treating each finding as an isolated alert.