[2026-04-06 12:09:53] ============================================================
[2026-04-06 12:09:53] KALSHIBOT ITERATION ENGINE v5 — LEARN AND BUILD
[2026-04-06 12:09:53] ============================================================
[2026-04-06 12:09:53] Iteration #17 | Champion WR=100.0% | Winners=3
[2026-04-06 12:09:53] Data: 196 trades | overall=69.9% | recent=100.0% | P&L=$-9.5700
[2026-04-06 12:09:53]   EV/trade=$-0.0487 | Breakeven needs 70.6% WR (LOSING MONEY)
[2026-04-06 12:09:53] Learning update: recent_wr=100.0% (prev=100.0%), delta=+0.0%
[2026-04-06 12:09:53]   EV/trade=$-0.0487 (prev=$-0.0487), ev_delta=+0.0000, new_trades=0
[2026-04-06 12:09:53] EXPLORE: Testing untested hypothesis 'bet_medium'
[2026-04-06 12:09:53] Experiment: [SINGLE_TEST] bet_medium
[2026-04-06 12:09:53]   EXPERIMENT: Medium bets — moderate commitment
[2026-04-06 12:09:53]   [proven] Applied winner: stop_loss_fix
[2026-04-06 12:09:53]   [proven] Applied winner: block_late
[2026-04-06 12:09:53]   [proven] Applied winner: bet_tiny
[2026-04-06 12:09:53]   SET SCORE_MEDIUM = 18
[2026-04-06 12:09:53]   SET MOMENTUM_THRESHOLD = 0.0005
[2026-04-06 12:09:53]   SET MAX_ENTRY_PRICE = 0.88
[2026-04-06 12:09:53]   SET MOMENTUM_SECONDS = 60
[2026-04-06 12:09:53]   SET TRAILING_STOP_PCT = 0.2
[2026-04-06 12:09:53]   SET BET_MED_MAX = 6.0
[2026-04-06 12:09:53]   SET MIN_MISPRICING = 0.02
[2026-04-06 12:09:53]   SET SCORE_HIGH = 38
[2026-04-06 12:09:53]   SET LAG_MIN_BTC_MOVE = 0.0006
[2026-04-06 12:09:53]   SET MAX_POSITIONS = 5
[2026-04-06 12:09:53]   SET PROFIT_TARGET = 0.35
[2026-04-06 12:09:53]   SET BET_MED_MIN = 2.0
[2026-04-06 12:09:53]   SET LAG_WINDOW_SECS = 30
[2026-04-06 12:09:53]   SET STOP_LOSS = 0.4
[2026-04-06 12:09:53]   SET ENTRY_COOLDOWN = 10
[2026-04-06 12:09:53]   SET BET_HIGH_MAX = 15.0
[2026-04-06 12:09:53]   SET MIN_ENTRY_PRICE = 0.35
[2026-04-06 12:09:53]   SET BET_HIGH_MIN = 5.0
[2026-04-06 12:09:53]   EARLY phase: OPEN
[2026-04-06 12:09:53]   MID phase: OPEN
[2026-04-06 12:09:53]   LATE phase: BLOCKED
[2026-04-06 12:09:53] Applied 21 parameter changes
[2026-04-06 12:09:53] Restarting bot with new params...
[2026-04-06 12:09:53] Killing existing bot...
[2026-04-06 12:09:53] Killed python PID 17016: exit=0
[2026-04-06 12:09:55] Starting new bot...
[2026-04-06 12:09:55] Bot window launched via Popen
[2026-04-06 12:10:05] Bot OK — BTC=$69961.03  Balance=$500.0
[2026-04-06 12:10:05] Iteration #17 complete.
[2026-04-06 12:10:05] ============================================================

============================================================
  ITERATION #17 | [SINGLE_TEST] bet_medium
  EXPERIMENT: Medium bets — moderate commitment
  Trades: 196 | WR: 69.9% | Recent: 100.0% | EV=$-0.0487 (needs 70.6% WR)
  P&L: $-9.5700 | Params changed: 21
  Proven winners (3): stop_loss_fix, block_late, bet_tiny
============================================================

Stats written: 196 trades | 69.9% WR | $-9.5700 P&L | Balance $500.00