01
Define workload purpose, demand and service objectives
Apply this point to a real GitHub Actions Academy design, delivery or operational scenario and record the evidence used to validate the outcome.
GitHub Actions Academy · AI Coach Platform
AI Cloud Cost Advisor
Review cloud consumption, design choices and operating practices for optimisation opportunities.
Objective: Identify safe cost improvements without compromising reliability, security or compliance.
Practical guidance
Context and preparation
02
Collect current usage, commitments and cost allocation
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03
Identify lifecycle and contractual constraints
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Practical guidance
Guided coaching workflow
01
Assess rightsizing, scheduling, storage and commitment options
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02
Compare cost against performance and resilience
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03
Prioritise actions by value, risk and effort
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Practical guidance
Validation and responsible use
01
Verify prices and commercial terms using current sources
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02
Require change control before implementation
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03
Track realised savings rather than estimates alone
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