Maintain an Out-of-Order Step Progress Tree

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Quick Overview

Maintain a nested step-progress forest as timestamped updates arrive out of order, including children that precede parents and later reparenting. Define tie behavior, unknown parents, cycle rejection, deterministic snapshots, deep-tree safety, incremental cost, thread safety, and changed-subtree output.

Maintain an Out-of-Order Step Progress Tree

Company: Ai2

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: medium

Interview Round: Technical Screen

Overview: Maintain a nested step-progress forest as timestamped updates arrive out of order, including children that precede parents and later reparenting. Define tie behavior, unknown parents, cycle rejection, deterministic snapshots, deep-tree safety, incremental cost, thread safety, and changed-subtree output.

Read the full Ai2 Software Engineer interview experience this question came from

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Ai2
Jul 20, 2026
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