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Treat your token budget as a productivity investment, not a cost
◆ 85RelevanceOn a story from The New Stack2w ago
Arbitrary limits on AI usage can prevent your team from discovering high-value workflows. You should shift from managing expenses to calculating whether increased spend meaningfully accelerates your shipping velocity.
Takeaways
- High token limits allow engineers to find the ceiling of AI utility.
- View AI spend as a variable cost tied directly to developer output.
- Use ROI calculations to justify using more expensive, higher-reasoning models.
Read the original at thenewstack.io
AI spending can run negative. Qodo’s CEO built an ROI equation to fix it.
fmode.me/n/ai-spending-can-run-negative-qodos-ceo-built-an-roi-equation-to-fix-it
Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to The New Stack.
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