**Short Description (237 characters)** Multi-agent systems look great in demos...

https://lukasnpyy234.cavandoragh.org/grading-generated-assessments-at-scale-what-breaks-first

**Short Description (237 characters)** Multi-agent systems look great in demos until the first tool-call loop crashes your budget. Let’s cut through the theory and look at how to actually ship reliable agents