Gergely Orosz 4/30/2026

The Pulse: token spend breaks budgets – what next?

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This article from the Pragmatic Engineer Newsletter examines the growing issue of token spend in AI coding tools across tech companies of various sizes. It features interviews with software engineers and directors at 15 businesses, revealing that token costs have increased roughly 10x in six months. The piece covers how large companies are responding by setting cheaper default models, monitoring usage, and raising API budgets, while discussing the sustainability of current spending trends. It provides anonymized insights from staff engineers and directors at SaaS, fintech, and infrastructure companies, highlighting concerns about budget limits and potential changes like model restrictions or hiring cuts.

The Pulse: token spend breaks budgets – what next?

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