Weave unifies GitHub and AI coding tools for a clear picture of engineering org performance. It normalizes output to benchmark against thousands of orgs. Weave tracks AI token spend by engineer and model, attributing code sources to calculate true cost per unit of output. Plus, it includes a research agent (Wooly), an API for metrics, and an AI prompt router that optimizes model use to save costs.