Build a Time-Series Database

Build a time-series database like Prometheus/InfluxDB: ingest streams of (timestamp, value, labels), Gorilla compression for 10x storage savings, time-partitioned blocks, downsampling pipelines, PromQL-style queries, histograms with t-digest percentiles, and HA via federation/Thanos. The metrics infrastructure of every modern observability stack.