What AI trading agents actually do in 2026, and where they break
Agents now trade prediction markets and perps from their own wallets. The model is rarely the edge. Sizing rules, data and limits decide whether they survive.
Autonomous trading agents, prediction markets and their failure modes.
Agents now trade prediction markets and perps from their own wallets. The model is rarely the edge. Sizing rules, data and limits decide whether they survive.
If a trading agent reads the internet, the internet can give it instructions. What prompt injection looks like in practice, and five defences that hold up.
Bitcoin, wallets, security and on-chain markets, in plain English.
2 guidesRisk, sizing, derivatives and the statistics behind a real edge.
3 guidesBots, expert advisors, backtests and what machine learning really adds.
2 guidesAutonomous trading agents, prediction markets and their failure modes.
2 guidesChecklists, workflows and red flags from things that went wrong.
2 guidesAnswers only from our guides, with sources.
Hoo. I'm Owlgo. Ask me anything we've written about: bots, sizing, agents, funding, security.
Owlgo explains, never advises. Not financial advice.