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You can see that capacity will fall short in four months. How do you tell leadership?

Report a capacity shortfall with assumptions, consequences, feasible options and a decision deadline. Show how one uncertain project changes the forecast.

Updated Sep 2026 · Learn how AI infrastructure works through explanations, worked examples and diagrams, then practise applying it to interview questions.

Report a capacity shortfall with assumptions, consequences, feasible options and a decision deadline. Show how one uncertain project changes the forecast.

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The concepts behind this question

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🧭 Ownership & Judgment

Talking About Cost and Capacity with LeadershipA capacity discussion should connect technical measurements to cost, delivery dates and risk. Present the assumptions, feasible options and a recommendation, and distinguish committed capacity from actual consumption under the relevant contract.

🧭 Ownership & Judgment

Escalation That WorksEscalation helps a responsible owner make a decision that cannot be resolved at the current level. State the decision needed, the options and their costs, your recommendation, and what happens if the deadline passes.

🧭 Ownership & Judgment

Mentoring and Growing EngineersMentoring gives an engineer room to reason and act with support. Agree who leads, when help or takeover is needed, and how to review the work afterward; choose tasks whose risks leave room for learning.

🧮 Open Weights & Serving Engines

Capacity Planning for Open-Weights FleetsMatch forecast traffic to a measured replica operating envelope, then check failure domains, rollout capacity, readiness time and cost. Output tokens alone omit prompt work and live state; total parameter count alone does not determine a replica's throughput.

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FEDITOR'S NOTE

Look for consistent capacity units, sensitivity, dated readiness, decision authority and an authorized no-decision path.

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