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GitHub Copilot AI Credits Optimization

Role-based curriculum for budget guardrails, developer efficiency, and FinOps optimization at scale.

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Module 1: Administration & Budget Guardrails

115 min · AI Credits billing, budgets, hard stops, and administrative operations

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Module 2: Developer Efficiency

135 min · Efficient interfaces, context, sessions, models, tools, and verification

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Module 3: Measurement & Optimization at Scale

180 min · Usage reporting, outcome economics, KPI baselines, budget tuning, and operating models

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Optional Module 4: Agent Fleet Efficiency & Cost Governance

Optional · 170 min (outside the core duration) · Session tax, lane profiles, pre-spend gates, layered budgets, and durable landing for unattended Copilot automation