TradeAI
Learning

Autonomy Engine

Track evidence intake, promotion readiness, guardrail quality, and self-healing in the order the machine actually works.

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Capture Shadow outcomes
Evaluate Scores, drift, context
Promote Fast live candidates
Block Losing signatures
Repair Guardian and self-heal

Autonomy overview

Lifecycle counts and priority queues.

Lifecycle

State counts

Learning, promoted, blocked, and top insight count.

Learning
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Shadow test
Promoted
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Live scoring
Blocked
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Held out
Insights
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Latest takeaway
Fast live queue
Highest-conviction lanes.
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Exploration queue
Patterns under test.
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Drift watch
Lanes losing edge.
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Autonomy controls

Bias exploration and fast-track behavior without leaving the desk.

Mode
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Activity
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Telemetry
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Runtime guardian

Supervisor status, failing checks, and self-healing actions.

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Self-heal actions
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Evolution engine
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Strategy registry

Discovered lanes and their current readiness.


No strategies discovered yet.

Learned blocks

Patterns kept out of live flow because the evidence is poor.


No blocked patterns yet.

Evidence summary

Shadow outcome rollup. Finalized sims: 0.

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Simulated trades
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Win rate
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Last 40 win rate
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Average R
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Trading live
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Still learning
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Active blocks
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Lifetime finalized

Shadow trade log

Finalized simulated trades with quick filters.

Time Side Family Entry Reason Score Exit / Hold Profit (R) Best (R) Worst (R) Result Block Reason
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Diagnostics

Family outcome quality and block quality.

Performance by family

Compare the main pattern families quickly.

Family Trades Wins Win Rate Avg Profit (R) Best Trade (R)
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Guardrail quality

Find blockers that may be too aggressive.

Block Reason Trades Wins Win Rate Avg Profit (R) Action
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