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vaughanknight authored and danuw committed Feb 11, 2024
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Expand Up @@ -30,7 +30,7 @@ When software does more when the electricity is clean and do less when the
electricity is dirty, or runs in a location where the energy is cleaner, we call
this **carbon aware software**.

> todo: insert the image of demand shaping here
> ```todo: insert the image of demand shaping here```
The Carbon Aware SDK helps you build the carbon aware software solutions with
the intelligence to use the greenest energy sources. Run them at the greenest
Expand All @@ -49,6 +49,8 @@ At its core the Carbon Aware SDK is a WebApi and Command Line Interface (CLI) to
assist in building carbon aware software. The functionality across the CLI and
WebApi is identical by design.

You can use these to attain carbon emissions data for the energy that powers your applications, and in turn programatically make greener decisions in your software.

### The WebApi

The WebApi is the preferred deployment within large organisations to centralise
Expand All @@ -73,6 +75,8 @@ The Carbon Aware SDK is being used by large and small companies around the
world. Some of the world’s biggest enterprises and software companies, through
to start-ups.

Both UBS and Vestas have used the SDK, with more information ```link to case study page```

Machine Learning (ML) workloads are a great example of long running compute
intensive workloads, that often are also not time critical. By moving these
workloads to a different time, the carbon emissions from the ML training can be
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