One Developer's Discovery: 457 Hidden AI Agents and a New Management Solution

As development teams increasingly rely on multiple AI agents, the lack of centralized visibility creates operational blind spots and escalating costs. This developer's discovery of 457 untracked agents on a single machine underscores a critical problem facing the industry: most teams have no insight into their AI tool deployments, spending patterns, or security configurations. AMA fills this gap with an open-source platform that consolidates agent discovery, intelligent model routing, cost tracking, and security audits—turning chaos into manageable infrastructure.