1) Optimize: automate. Replace (part of) yourself with very small shell scripts (http://www.hilarymason.com/blog/ignitenyc-how-to-replace-yourself-with-a-very-small-shell-script/). 2) Scale vertically: become more efficient. Experience and training can help you perform the same tasks faster. 3) Scale horizontally for writes: shard. You can either delegate subtasks to others (divide and conquer / master-worker style) or just split your work between people at the same hierarchical level (my favorite solution, but remember collaboration is hard - graphs are inherently more complex than trees). 4) Scale horizontally for reads: add redundancy. Teach others how to do your job. This also increases availability and tolerance to failure by augmenting your bus factor.