Real-time access to data has become increasingly important to a wide range of companies. At Lyft, it's crucial for balancing supply and demand, setting prices, detecting fraud, and many other use cases. In this talk we will cover the basics of stream processing and how we're using Apache Flink and Apache Beam to let any engineer write real-time processing pipelines.