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Knowledge catalogChoose core direction and segmented content
Practice 02IntermediateSystem designAbout 15 minutes

Corresponding knowledge: Combine deterministic workflows with bounded exploration

When to use state charts and when to use autonomous agent loops? Can it be mixed?

Choose a recoverable orchestration structure around defined processes, dynamic exploration, checkpoints, and manual approvals.

Learn corresponding knowledgeInterview questions · Answer independently →
LangGraphstate machineWorkflowcheckpoint

Knowledge content check2026-10-03 · Check the source of the original question2026-10-02

The knowledge corresponding to this exercise:

Combine deterministic workflows with bounded exploration · Principle explanation →
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Knowledge exercises·Independent answers

My notes and review ↗

Principles and Solutions have been collapsed. Explain the core mechanism, boundaries and verification methods in your own words, and then compare them.

Answers and personal notes

Each modified commit will be kept as an independent history. Your level of mastery is up to you to evaluate yourself against the standards.

Explain in your own words first

The core principles, analysis, Q&A and migration cases have been closed. When you are ready, unfold it and compare it with the content to find any omissions.

Hands-on verificationComplete on demand · Suggestions15 minutes

Choose between fixed steps and autonomous exploration steps for the report generation process, and explain why.

Expand acceptance requirements and checkpoints
  • Key writing actions have deterministic control
  • Explore on a budget
  • Selection based on task constraints

Key inspections

  • Choose orchestration based on business uncertainty rather than framework popularity
  • Can explain the difference between checkpoints, thread state, and long-term memory
  • Identify risks of node recovery re-runs and side effects duplication