20 agents in, we finally admitted we had no idea how many agents existed in our own company
Summary
A company shares their struggle with tracking AI agents across their organization, leading to the development of an agent registry that addresses discoverability, access control, logs, and usage metrics, eventually adopting TrueFoundry's solution.
Similar Articles
What happens when a company has 100 AI agents?
The article explores the difficulties of managing multiple AI agents in an enterprise setting, emphasizing the need for comprehensive inventory and oversight to prevent agent sprawl.
There are too many AI agents now and no clean way to showcase what we’ve built
The article highlights the growing problem of managing and showcasing numerous AI agents across scattered platforms, and introduces HiFlixy as a solution for creating organized, shareable agent portfolios.
20 AI agents, hundreds of thousands of test executions, and I'm still figuring out how to keep them accountable
A developer shares an update on their multi-agent governance project with 20 agents and hundreds of thousands of test executions, highlighting that proving agents did what they claimed—not getting them to act—has been the core challenge. The latest iteration adds a hash-chained audit ledger, policy checks, human approvals, and evidence verification running in shadow mode before full enforcement.
Researchers at MIT documented 30 AI agents major labs are deploying. Only 4 had public docs saying what the agent does, what it can't do, and what happens if it breaks.
MIT researchers compiled the 2025 AI Agent Index, documenting 30 deployed AI agents from major labs, yet only 4 had public documentation explaining what the agent does, its limitations, and failure modes, revealing major transparency gaps.
The hard part of agents is not building one. It is operating five.
The article discusses the operational challenges of running multiple AI agents in production, emphasizing observability, recovery, and session management over the initial development of a single agent.