I also continued to deepen my understanding of databases and distributed systems. My favourite read this year was Designing Data-Intensive Applications which made me more familiar with the pros and cons of the various datastores and provided a better sense of the tradeoffs that each makes. It also gave me an appreciation for the guarantees that the battle-tested relational databases provide. One of my goals for 2019 is to improve my SQL knowledge — thus far any extra effort to understand it better has payed dividends.