Yes you can.
The easiest/quickest way can be using a generator like http://colorzilla.com/gradient-editor
For instance, here's a fiddle for a sample created using this generator: http://jsfiddle.net/pratik136/VYRe2/

This is fairly cross-browser as well!
HTML
<!--[if gte IE 9]>
<style type="text/css">
.gradient {
filter: none;
}
</style>
<![endif]-->
<div class="stripey gradient">TEST GRADIENT</div>
CSS
.stripey{
background: #ff7577; /* Old browsers */
/* IE9 SVG, needs conditional override of 'filter' to 'none' */
background: url(data:image/svg+xml;base64,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);
background: -moz-linear-gradient(-45deg, #ff7577 0%, #ff7577 34%, #207cca 34%, #2989d8 34%, #2989d8 69%, #7db9e8 69%, #eaecff 69%, #eaecff 100%); /* FF3.6+ */
background: -webkit-gradient(linear, left top, right bottom, color-stop(0%,#ff7577), color-stop(34%,#ff7577), color-stop(34%,#207cca), color-stop(34%,#2989d8), color-stop(69%,#2989d8), color-stop(69%,#7db9e8), color-stop(69%,#eaecff), color-stop(100%,#eaecff)); /* Chrome,Safari4+ */
background: -webkit-linear-gradient(-45deg, #ff7577 0%,#ff7577 34%,#207cca 34%,#2989d8 34%,#2989d8 69%,#7db9e8 69%,#eaecff 69%,#eaecff 100%); /* Chrome10+,Safari5.1+ */
background: -o-linear-gradient(-45deg, #ff7577 0%,#ff7577 34%,#207cca 34%,#2989d8 34%,#2989d8 69%,#7db9e8 69%,#eaecff 69%,#eaecff 100%); /* Opera 11.10+ */
background: -ms-linear-gradient(-45deg, #ff7577 0%,#ff7577 34%,#207cca 34%,#2989d8 34%,#2989d8 69%,#7db9e8 69%,#eaecff 69%,#eaecff 100%); /* IE10+ */
background: linear-gradient(135deg, #ff7577 0%,#ff7577 34%,#207cca 34%,#2989d8 34%,#2989d8 69%,#7db9e8 69%,#eaecff 69%,#eaecff 100%); /* W3C */
filter: progid:DXImageTransform.Microsoft.gradient( startColorstr='#ff7577', endColorstr='#eaecff',GradientType=1 ); /* IE6-8 fallback on horizontal gradient */
}
Another way to do it is using precisely positioned divs with slanted borders. This comes with it's own set of boons and banes, so which one you pick depends pretty much on the purpose! The slanted-edged block element method is presented in a good tutorial here: http://davidwalsh.name/css-triangles
If you actually want to learn about the magic behind it, Lea Verou has a good article on her blog: http://lea.verou.me/2010/12/checkered-stripes-other-background-patterns-with-css3-gradients/