Viktor Can Autonomously Handle Content Topic Selection

CodeByPoonam · x · 2026-07-15

The author tested Viktor with their own workflow: having it prepare the next day's newsletter, including a "headline release," an "in-depth topic," and a "tool recommendation."

Viktor first filtered 5 releases, selected the strongest one for an in-depth draft, and picked a tool recommendation based on demo materials. After checking each item, the author found the results accurate. The post highlights that the real differentiator isn't whether "AI can give advice," but whether "AI can independently handle the output of an entire role."

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