Autonomous trading agent that ranks signals, backtests, exposes risk controls and keeps a read-only audit trail.
Trading agents are a hackathon staple and emitting a signal is the easy part. What separates this one is the unglamorous half: backtesting, explicit risk controls, a read-only audit trail. Teams skip those because they do not demo well, yet they are the first thing anyone asks about once an agent is near real money. Being able to explain a decision, and not being able to quietly rewrite the record, beats a prettier return curve.
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