Agent Application DevelopmentAccount
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Practice 39AdvancedConceptsAbout 13 minutes

Corresponding knowledge: Evaluate both outcomes and execution traces

The final result is correct, does the Agent trajectory still need to be evaluated? How to avoid misjudging different correct paths?

Use result postconditions, partial ordering of necessary events, and prohibited behaviors to evaluate trajectories without forcing all tool calls to be exactly the same.

Learn corresponding knowledgeInterview questions · Answer independently →
Track evaluationTool callpartial orderObservability

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

The knowledge corresponding to this exercise:

Agent evaluation: outcomes, constraints, and evidence · Hierarchical deep learning →
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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

Compare two different but legal instrumental trajectories with an override trajectory that turns out to be correct.

Expand acceptance requirements and checkpoints
  • Valid alternative paths are not misjudged
  • Ultra vires will not be released just because the result is correct.
  • The rules have a clear scope of application

Key inspections

  • Measurement value that can differentiate between business results and execution processes
  • Can explain the misjudgment of valid alternative paths by accurate trajectory matching
  • Can use partial ordering to express dependencies such as authorization before protected reads
  • Can identify parameter errors, missing logs and untrustworthy readme reports