kodebeat / papers / greenops

Acting on grid carbon intensity: the data and the place

Carbon-intensity-api and carbon-region-picker.

The same kilowatt-hour varies by an order of magnitude in carbon depending on which grid supplies it. carbon-intensity-api publishes last-hour intensity for 213 countries as static JSON, with a basis field that never lets an annual average pass as a measured hour; carbon-region-picker ranks cloud regions under a latency constraint and states the consequence rather than leaving the arithmetic to the reader.

What is in it

  • The problem — what goes unanswered without it, and who notices first.
  • Why the obvious alternative falls short — stated plainly, including where it is the better choice.
  • How it works — the method, not a feature list.
  • Concrete use cases — with console output quoted from the repository, never reconstructed.
  • The methodology behind any number it emits — every term shown, so the figure survives a question.
  • What it deliberately does not do — the section most papers leave out.

Part of the GreenOps theme.

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