A different approach to Bug Bounty Hunting: Instead of using your time and tokens searching for attack vectors and then looking for their impact, start with the impacts that the BB accepts. 1. Start from the impact Identify the valid impacts accepted by the BB and focus your thinking there. 2. Guide your AI from the impact Point your AI system toward a specific goal instead of asking it to find arbitrary attack vectors. For example: find a vulnerability that leads to unauthorized fund loss. 3. Filter for valid findings Use the goal to guide the AI and focus its reasoning only on findings that can actually produce an accepted impact. 4. Go deep Once you have a potential finding, go deep. Start from the end and work backward toward the root cause. It’s like reverse engineering the vulnerability. Instead of: Attack vector → Impact Try: Impact → Attack path → Root cause Start from the end, not from the beginning.