BusinessFunding / M&ABusiness, Funding & Industry1 source · Oct 13, 2026

Tokens Are the Cheap Part — Steve Jamison, Jellyfish

AI spending rises dramatically while the allocated cost of a merged pull request falls.

Proof1 independent outlet

Key points

  • Steve Jamison explains why those observations can coexist when developer salaries and model costs are counted together.
  • Using Jellyfish's engineering data, he reports a 60 fold increase in AI spending, 43% more merged pull requests per engineer and a 26% decline in combined cost per merged pull request over the period discussed.
  • These are observational comparisons, rather than proof that token spending caused the throughput change or that companies realized equivalent cash savings.
  • 00:00 - AI spend and merged PR throughput move together

Sources (1)

  • [1]Tokens Are the Cheap Part — Steve Jamison, Jellyfish
    AI Engineer (YouTube) · Oct 13, 05:00 PM
    AI spending rises dramatically while the allocated cost of a merged pull request falls.
    Steve Jamison explains why those observations can coexist when developer salaries and model costs are counted together.

Extractive summary: sentences quoted from the sources.

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