Piling on guardrails is the sign of a system permanently compensating for its own unreliability. There’s a better approach.

Live visualization for GEPA prompt-optimization runs. Renders the candidate tree as a force-directed graph so you can watch prompts evolve over a pareto frontier in real time. Big nodes are candidates ...