01
Define symptoms, scope, timeline and recent changes
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Azure DevOps Academy · AI Coach Platform
AI Troubleshooting Coach
Guide evidence-driven diagnosis while avoiding unsupported changes and premature conclusions.
Objective: Create a safe troubleshooting path that preserves service stability and learning.
Practical guidance
Context and preparation
02
Collect logs, metrics, configuration and dependency evidence
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03
Establish safety boundaries and rollback options
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Practical guidance
Guided coaching workflow
01
Form and rank testable hypotheses
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02
Run low-risk diagnostic steps first
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03
Record outcomes and update the working theory
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Practical guidance
Validation and responsible use
01
Do not execute destructive actions without approval
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02
Validate commands and platform applicability
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03
Escalate when evidence or authority is insufficient
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