In a "metrics first" approach, log analytics aims to provide developers with means to ingest, correlate and visualize all time series data at three levels. According to InfluxData, this approach enables pinpointing valuable contextual information in log files by utilizing metadata that accompanies metrics. The goal is to make log analysis more efficient and effective for developers, allowing them to make better-informed decisions based on accurate data visualization.