Before promoting a multi-agent Foundry solution from test to production, the security team wants automated adversarial probing of prompts, tool misuse, and jailbreaks as part of CI—not only annual pen tests. Which approach best applies shift-left security for this solution?
Select an answer to reveal the explanation.
Short Explanation
Shift-left means the red team shows up in the pipeline, not after the fact. Wiring Foundry’s AI Red Teaming Agent into pre-production CI turns jailbreaks and tool-abuse probes into release gates, so you catch bad paths before customers do.
Full Explanation
Shift-left security for multi-agent solutions includes automated adversarial testing early in the SDLC. Microsoft Foundry provides an AI Red Teaming Agent and evaluation capabilities intended to probe agentic systems for jailbreaks, prompt injection, and unsafe tool use. The approach that integrates those probes into pre-production CI with release gating is correct because it runs adversarial probes on every significant build before release gates open.
The approach that skips automated probing and relies solely on the model provider’s default safety filters is incorrect because provider-level content filters are necessary but insufficient for multi-agent tool chains, custom prompts, and domain policies.
The approach that runs a single manual red-team workshop after go-live and files findings as backlog items without blocking deployment is incorrect because post-go-live manual workshops without blocking gates fail shift-left and leave production exposed until remediation eventually lands.
The approach that exposes staging agents on the public internet without authentication for one week so external researchers can freely attack them is incorrect and dangerous because unauthenticated public staging invites real attackers and data exposure without structured findings or consent frameworks.
Exam tip: Associate 'shift-left' + Foundry multi-agent security with AI Red Teaming Agent / automated evaluations in CI, not only annual pen tests.