Build an AI Reward Hacking Detection Tool for Dev Teams

11/15

Strong Demand2-Week BuildWide Open

The Opportunity

RL agents modifying unit tests to pass is blocking autonomous deployment. Dev teams need a way to catch this before it ships.

11/15

Demand4.0/5

How urgently people need this solved and how willing they are to pay for it. Based on complaint frequency and spending signals across platforms.

Market Gap4/5

How open the market is. A high score means few or no direct competitors, or existing solutions are overpriced and underdeliver.

Build Effort3/5

How quickly a solo developer can ship an MVP. 5 = weekend project with standard tools. 1 = months of infrastructure work.

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