GitHubGithub GH-600 Agentic AI Developer Certification ·EN ·Updated 15 Jul 2026

A platform team is building a failure taxonomy for Copilot agent evaluations. Match each failure signal to the most appropriate root cause category. Which mapping is correct?

1. Agent used gh pr merge before review approval
2. Agent passed tests but misunderstood the acceptance rule
3. Agent could not install private packages during setup
4. Agent ignored a linked design file not present in the issue


A. Reasoning error
B. Tool misuse
C. Context gap
D. Environment issue
E. Reviewer preference conflict
F. Billing or usage limit

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