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Applied AI·May 30, 2026·1 min read

‘What a joke’: Github Copilot’s new token-based billing spurs consternation among devs

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Usage-based pricing for AI coding tools is the real margin story—Copilot just told every dev shop that 'infinite autocomplete' now has a meter. If you're building on top of someone else's LLM, assume your own customers will demand the same granularity and transparency or churn to open alternatives.

Applied AI

Box says it created 13 new AI-focused roles, like AI architect and AI solutions manager, and plans to grow its staff to 3,000 by early 2027, up from 2,900 (Kalley Huang/New York Times)

Box adding 13 AI-specific roles and still growing headcount to 3,000 by 2027 undercuts the ‘AI = layoffs’ narrative—enterprise vendors are staffing new AI product and go-to-market layers, not shrinking. If you sell B2B software, you now need a dedicated AI org structure—architects, solutions managers, and PMs who live between models and customer problems.