AI EngineeringInterview preparation
Intermediate·Concept·2 min read

Two-minute insurance system answer

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“Next.js provides the interface and Node authenticates, validates, and applies budgets. A bounded router selects policy RAG, exact claim lookup, guided intake, or staff escalation. RAG returns applicable policy evidence with citations; tools enforce customer/object permissions for current data. AI drafts and asks missing-information questions, while deterministic services control business rules, exact approval, and idempotent submission. Durable state supports pauses and recovery. I add scoped memory, safe streaming, redacted tracing, immutable business audit records, source/outcome evaluations, and per-tenant limits. I use LangGraph when branching and resumability justify it, and MCP when several approved hosts need shared tools.”

Adapted from 13_AI.MD · “Two-minute insurance system answer”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.