Continuous adversarial testing
Container escape CVEs and public prompt injection demonstrations share a common lesson: systems fail at integration boundaries, not in isolation. Logging tool calls, data access and network egress creates behavioral baselines against which anomalies — unusual domains, atypical file reads, unexpected tool invocation patterns — can be detected early. Red-teaming and adversarial prompt fuzzing help surface injection paths before attackers do, forcing organizations to confront weaknesses under controlled conditions rather than in production.
Agents can build, test, browse and execute arbitrary code. That capability is powerful — and dangerous when unconstrained. Production readiness is therefore defined not by what agents can do, but by how precisely their boundaries are defined, enforced and observed. The organizations that scale agents successfully will treat infrastructure as policy, isolation as a design decision and monitoring as a first-class requirement — not an afterthought.
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