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System Design & Production Engineering / 37
hardPalantirAnthropicMicrosoft

Deploy into a customer's air-gapped, continuously-audited environment (FedRAMP/IL5-style). Design for the audit, not just the gap.

No egress is the easy half. The hard half is that an auditor will read your logs, your access trail, and your model-update process for the next three years. The strong answer designs the evidence the audit consumes as a first-class output.

Updated Aug 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.

No egress is the easy half. The hard half is that an auditor will read your logs, your access trail, and your model-update process for the next three years. The strong answer designs the evidence the audit consumes as a first-class output.

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FEDITOR'S NOTE

Candidates who have only done air-gapped deploys list what breaks (package pulls, telemetry) and stop. The ones who have lived through an accreditation know the deliverable is evidence: immutable audit logs, an access-broker trail showing every human touch, and a documented, reproducible model-update path the auditor can inspect. The trap follow-up is 'how does a new model version get in, and how do you prove to the auditor it is the version you tested?' The answer is signed, hash-pinned artifacts through the approved one-way ingestion path, with the in-VPC eval run captured as the acceptance record. Saying 'audit logging is a feature we add' rather than 'a control we are accountable for' reads junior at any regulated customer.

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