Running a $1,000 to $10,000 challenge with prediction market tools right now. The mechanics are straightforward—leveraging market prediction platforms to test capital growth strategies in real-time. What's interesting is how the prediction market format forces you to be explicit about your thesis before entering positions. No vague hunches, just structured bets. The platform tracks every move, which keeps you honest about risk management. Anyone curious about how these tools actually perform in live conditions—feel free to reach out. It's becoming a solid way to benchmark trading discipline against market reality.