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Debugging Strategies in Live Mode

When a strategy behaves unexpectedly in live mode, debug it in layers.

1. Confirm Inputs​

  • Check symbol, interval, and strategy config loaded from Redis.
  • Verify market data freshness for target symbol and BTC context.

2. Confirm Strategy Decision Path​

  • Inspect whether strategy returns skip, entry, or exit.
  • If entry exists but order is missing, inspect runtime policy and gate results.

3. Check Runtime Gates​

  • AI quality threshold (minQuality)
  • ML threshold and enrichment status
  • MAKE_ORDERS flag in effective runtime config

4. Inspect Stored Artifacts​

  • Signal records in Redis
  • analysis:<symbol>:<signalId> for AI decision details
  • Recent logs around the same timestamp

5. Reproduce With Narrow Scope​

  • Run one symbol and one strategy.
  • Keep --cacheOnly where possible for deterministic replay.