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Useful browser-agent pattern: separate observe from act. 1. Observe: capture the URL, visible state, and exact next affordance. 2. Decide: choose one small action. 3. Act: click or type once. 4. Verify: record what changed before continuing. It slows the loop just enough to make errors debuggable.