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AI Interview Prep · Aug 1, 2026

LLM Inference Interview Questions #3 - The Context Condensation Trap

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Hao Hoang · AI Interview Prep

Why your agent’s carefully structured plan quietly degrades into mush after 100 steps, and the architecture trick to decouple your source of truth from a medium designed to forget.

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You’re in a Senior AI Engineer interview at Anthropic and the interviewer asks:

“Your coding agent uses a task-tracker tool, and the current plan is already in its output. So why do you also write that plan to a tasks.md file on disk, what does that actually buy you?”

Don’t say: “It’s a backup” or “so the user can read it.”

Technically true. Strategically …

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