One of the things that I think is sad about the decimation of Twitter eng is that Twitter was doing a lot of interesting (and high ROI) engineering work that, at younger companies, is mostly outsourced to "the cloud" or open source projects A few examples off the top of my head:
The value of in-house expertise danluu.com/in-house/
