---
title: "Stop counting tokens, start counting what ships"
type: signal
url: https://frontiernewswire.com/s/stop-counting-tokens-start-counting-what-ships-cd066264
published: 2026-11-02T13:10:32.000Z
byline: "Source: MIT Technology Review"
---

# Stop counting tokens, start counting what ships

Source: MIT Technology Review · Published 2026-11-02 · Canonical: https://frontiernewswire.com/s/stop-counting-tokens-start-counting-what-ships-cd066264

When a developer gives an AI agent a coding task, the agent does more than answer once. It plans, generates code, runs tests, and repeats the process to correct errors. A single task can use 10 to 50 times more tokens than a basic chat prompt. The more useful the agent becomes, the more calls…

In this story: [AI agents](https://frontiernewswire.com/topics/ai-agents)

## Sources

- [Read the original at MIT Technology Review](https://www.technologyreview.com/2026/11/02/1147702/stop-counting-tokens-start-counting-what-ships)

## On Bluesky

- [SkynetAndChill.com (@druce.ai)](https://bsky.app/profile/druce.ai/post/3mzejetoe352n) (Nov 2, 2026): Agentic coding burns 10 to 50 times more tokens than chat; HPE urges tracking cost per merged pull request instead of rationing

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