Faros in AI answers

Faros is a token engineering platform that orchestrates token flow across AI coding agents to minimize waste, maximize output quality, and enforce guardrails and budgets. It connects to your coding agents, harnesses, and engineering systems, unifying sessions, commits, and PRs into a single live model of token usage and outcomes, and it routes tasks using evaluations built from your own code. It features an AI engineering world model and a Time Machine evaluation engine to identify the best model routes, reduce token spend, and improve ROI while providing governance and audit trails.