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Set up automatic image optimization pipeline (#5779)
Use 11ty's first-party [image transformation
plugin](https://www.11ty.dev/docs/plugins/image/) to automatically
optimize images, convert them to `png`, `webp`, and `avif`, and then
transform the site HTML to use the [`<picture>`
element](https://developer.mozilla.org/en-US/docs/Web/HTML/Element/picture)
to select the best one for the user. This only runs in production deploy
builds to reduce serving time. Also applies lazy loading and async
decoding to all images, even when serving without optimizations. The
transform also adds a hash of the image, allowing us to expand caching
for images in Firebase hosting.
To account for the transformed HTML structure, some minor HTML and CSS
changes were needed as well.
Overall, this reduces page load time on pages that use images, and
reduces unnecessary downloads that were due to a relatively short cache
time for images. On a page with just a few images, such as
https://dart.dev/tools/pub/automated-publishing, the lighthouse perf
score increases around 10-15 points.
Fixes#4473Fixes#3124
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