Agentic AI work operates in two modes: Greenhouse mode for diffuse, exploratory growth when goals are undefined, and Lens mode for concentrated, discrete execution on well-defined tasks. Misapplying these modes leads to common frustrations in agentic software engineering.
HOW THIS AFFECTS YOU
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builderYou should architect agents to switch between broad exploration and focused task execution based on user intent.
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designerYou can design different UX patterns for exploratory versus goal-oriented agent interactions.