The Hidden Costs of AI at Scale

On June 1, 2026, GitHub permanently retired flat-rate "premium requests" for Copilot and replaced them with usage-based AI credits. When the first invoices under the new model arrived a month later, some agentic users saw bills they were not prepared for: One developer reported monthly costs jumping from $29 to $750 for the heaviest agentic workflows. It was one visible example of a broader shift across the AI tooling market over the course of 2026 – and one that may await organizations still…

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