← ⚙️ System Design for AI in Production
Core
Idempotency
An idempotent operation produces the same end state whether you apply it once or five times, which is exactly what you need in a world where retries and at-least-once delivery mean every request may arrive twice. Without it, a single lost response turns one charge into two; with it, the duplicate is a no-op.
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RELATED CONCEPTS
LESSONS THAT TEACH THIS
Foundations of Forward Deployed EngineeringBuild an evidence map of an unfamiliar system28 min→Foundations of Forward Deployed EngineeringTest replay, slow dependencies and changing data before adding load30 min→Foundations of Forward Deployed EngineeringChoose retries from outcome evidence and a time budget30 min→
PRACTICE THIS IN REAL QUESTIONS
System Design & Production EngineeringWhat's the difference between at-least-once and exactly-once delivery, and why should an FDE care?→System Design & Production EngineeringWhat is a dead-letter queue, and how do you handle a poison message in production?→LLM & GenAI FundamentalsWhy do LLMs hallucinate?→System Design & Production EngineeringA Python service starts double-processing messages under load. Why does this happen, and how do you fix it?→LLM & GenAI FundamentalsGive me three concrete hallucination mitigations, and the cost of each.→System Design & Production EngineeringDesign a job queue for long-running LLM tasks, priorities, cancellation, progress, and poison messages.→
