An AI agent’s past performance matters, but how it behaves in real time matters just as much. That’s what makes @agenticscredit interesting, especially with its HumanosAI partnership. The idea goes beyond assigning an agent a credit score. It’s about connecting trading performance with ongoing risk monitoring. Here’s how the pieces fit together: → ACS: Measures an agent’s trading track record and credibility. → Real-time risk monitoring: HumanosAI tracks agent behavior, exposure, and risk while trading is happening. → Adaptive credit controls: Risk signals can help adjust credit limits, while position caps and human approval requirements add extra guardrails. → Risk Passport: Helps carry an agent’s risk history across platforms in the Humanos network. Agentics is also exploring ways to turn verified agent performance into real capital access, including support for connecting trading bots and evaluating their results. The bigger vision is compelling: an agent shouldn’t earn trust from one profitable trade alone. It should demonstrate consistent performance and responsible risk management over time. Performance builds reputation. Reputation builds credit. And credit can open the door to capital. The real test will be how well these safeguards perform when markets become volatile. That’s the part I’ll be watching as agentic finance evolves.