The Greenhouse and the Lens: Two Modes of Agentic AI Work
The author explores two distinct modes of working with agentic AI: 'Greenhouse' mode for exploration and 'Lens' mode for focused execution. The piece argues that frustration with AI often stems from applying the wrong mode to the specific task at hand.
Why it matters
It provides a conceptual framework for developers and users to better manage productivity and expectations when utilizing AI tools.
A greenhouse and a lens both run on sunlight, and they do opposite things with it. The greenhouse traps ambient heat and holds it, so everything inside grows a little faster than it would outside: flowers, herbs, weeds, whatever happens to be in the soil. The lens takes the same light and concentrates it on a single point until that point catches fire. One gathers energy and lets everything grow at once, diffuse and a little chaotic. The other is a discrete event you engineer: aim, focus, hold steady, ignition.
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