LLM APIs & Integration interview questions
Working with model APIs: streaming, function calling, rate limits, retries and backoff, and integrating an LLM cleanly into a real application.
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- Webhook Events Arrive Out of Order and Duplicated
- Customer CRM Sync Silently Drops Records
- Build a Health Check So the Customer Can Trust the Deployment
- Build a Tool to Triage Incoming Customer Feedback
- Build a Connector That Respects a Vendor Rate Limit
- Integration Drops Out Every Hour (Token Refresh)
- Flaky Vendor API Is Dropping and Duplicating Orders
- Restrict What the Agent Can Expose by Role
- Design a Zero-Downtime Migration off a Legacy System
- Design an Agent for Field Use with No Reliable Internet
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