DETERMINISTIC BLACKJACK - LIVE SESSION REPORT
SESSION NAME: Hybrid + normal comments/decisions + voluntary £15/£20/£30 wager constraint
PREAMBLE: NO
PLATFORM BALANCE BASIS: Start £2500.00 | Session depletion floor £2400.00 = research-equivalent £0/depleted
Platform Final £2500.00 | Platform Peak £2635.00 | Platform Trough £2450.00 | MaxDD £185.00 | Exposure £640.00
OFFSET RESEARCH-EQUIVALENT: Start £100.00 | Final £100.00 | Peak £235.00 | Trough £50.00
OFFSET RULE: research-equivalent bankroll = platform balance - session depletion floor £2400.00
AFFORDABILITY RULE: session-specific platform floor £2400.00 is protected; wager/double/split affordability uses research-equivalent bankroll only.
MODE: HYBRID - Frozen reference visible; operator choices observed
W/L/P 13/16/1
Wager match/above/below 14/11/5
Action match/different 37/3
HYBRID COUNTERFACTUAL RULE: observed bankroll/W/L/P are the operator's Hybrid journey; S separately replays the unchanged Frozen and Casual policies from the same formal starting cardstream when source permits.
SOURCE: 247blackjack.com
SOURCE TYPE: Online play-money blackjack, configured 6-deck game
CARD GENERATION: computational/RNG implementation; visible six-deck shuffle events recorded from interface
Shuffle events explicitly observed: 2
Total cards recorded: 164
Cards since most recent observed shuffle/start: 6
Exact known rank+suit identities observed: 52
Validation warnings/overrides encountered: 17
Hands re-entered through amendment review: 1
Decision provenance counts:
  TOTAL DECISION EVENTS: 40 (decision events, not hands)
  TEXTBOOK / FROZEN-ALIGNED: 39
  FROZEN RESEARCH OVERRIDE events: 0
  FROZEN PRIMARY HARD11-vs-10 events: 1
Policy note: Pair20-vs-10 STAND is the current Frozen action; provenance records that it replaced the earlier research SPLIT rule, and it also agrees with textbook.
Policy note: HARD11-vs-10 primary remains DOUBLE; Cooling->HIT is a capital-protection alternate, not the primary action used here.
Shuffle log: Shuffle observed before hand 1 after 0 recorded cards since previous start/shuffle. | Shuffle observed before hand 30 after 158 recorded cards since previous start/shuffle.
Penetration is not inferred unless a visible shuffle boundary is recorded; card counts are observational.
Boundary: frozen wagers are historical reference wagers, not proven optimal stakes.
Controller note: exact mature BRAKE predicate is not invented; only explicit handover transitions are used.

CORRECTION RECORD - POST-SESSION SHUFFLE-BOUNDARY UAT REVIEW
- Raw Session 11 live capture is preserved unchanged in blackjack_live_session_20260913_031649.txt.
- Operator confirmed the before-Hand-12 shuffle declaration was an accidental input and was not an observed shuffle.
- Corrected analytical shuffle events: 2 — before Hand 1 and before Hand 30 only.
- Corrected Hand-30 previous segment count: 158 committed cards (164 total minus the 6 cards after the latest genuine shuffle).
- UNCHANGED: all cards, card order, wagers, actions, outcomes, bankroll path, W/L/P, exposure, comments, mindset evidence and the genuine Hand-30 shuffle boundary.
- Publication/replay authority: this corrected analytical report supersedes the raw shuffle-boundary metadata only; raw capture remains provenance evidence.

PERSONAL-MODE HISTORY ACCESS: recent-table-hand history is hidden by default and, if requested, shown BEFORE the wager; matching-hand history is available only after the current starting cards are known and before the player action.
RECENT TABLE-HAND WINDOW: user-selectable 1-5 previously committed hands from the current session only; the request itself is retained as behavioural evidence and occurs before capital is committed.

OBSERVED INITIAL-HAND INDEX + HISTORICAL OUTCOMES (SUITS EXCLUDED)
HAND_SIGNATURE | 3,4 vs J
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 3,4 vs J | mode HYBRID | action HIT | result W | bank 2500.00->2515.00 | wager 15.00
HAND_SIGNATURE | 5,J vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 5,J vs 2 | mode HYBRID | action STAND | result W | bank 2515.00->2540.00 | wager 25.00
HAND_SIGNATURE | 5,6 vs Q
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 5,6 vs Q | mode HYBRID | action DOUBLE | result L | bank 2540.00->2510.00 | wager 15.00
HAND_SIGNATURE | 8,9 vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/2/0
HAND_HISTORY | 8,9 vs 2 | mode HYBRID | action STAND | result W | bank 2510.00->2540.00 | wager 30.00
HAND_SIGNATURE | 9,A vs 7
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/2/1
HAND_HISTORY | 9,A vs 7 | mode HYBRID | action STAND | result W | bank 2540.00->2570.00 | wager 30.00
HAND_SIGNATURE | J,K vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | J,K vs 2 | mode HYBRID | action STAND | result W | bank 2570.00->2585.00 | wager 15.00
HAND_SIGNATURE | 4,6 vs K
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 4,6 vs K | mode HYBRID | action HIT | result W | bank 2585.00->2605.00 | wager 20.00
HAND_SIGNATURE | 2,2 vs 10
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 2,2 vs 10 | mode HYBRID | action HIT | result L | bank 2605.00->2590.00 | wager 15.00
HAND_SIGNATURE | 3,8 vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 3,8 vs 6 | mode HYBRID | action DOUBLE | result W | bank 2590.00->2620.00 | wager 15.00
HAND_SIGNATURE | 4,J vs 3
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 4,J vs 3 | mode HYBRID | action STAND | result W | bank 2620.00->2635.00 | wager 15.00
HAND_SIGNATURE | 2,6 vs K
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 2,6 vs K | mode HYBRID | action HIT | result L | bank 2635.00->2620.00 | wager 15.00
HAND_SIGNATURE | 4,8 vs 9
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/2/0
HAND_HISTORY | 4,8 vs 9 | mode HYBRID | action STAND | result L | bank 2620.00->2605.00 | wager 15.00
HAND_SIGNATURE | 4,6 vs 4
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 3/0/0
HAND_HISTORY | 4,6 vs 4 | mode HYBRID | action DOUBLE | result P | bank 2605.00->2605.00 | wager 30.00
HAND_SIGNATURE | 4,9 vs A
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 4,9 vs A | mode HYBRID | action HIT | result L | bank 2605.00->2590.00 | wager 15.00
HAND_SIGNATURE | 5,A vs K
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | 5,A vs K | mode HYBRID | action HIT | result L | bank 2590.00->2575.00 | wager 15.00
HAND_SIGNATURE | 7,Q vs 9
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/2/1
HAND_HISTORY | 7,Q vs 9 | mode HYBRID | action STAND | result L | bank 2575.00->2555.00 | wager 20.00
HAND_SIGNATURE | 7,J vs 9
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/2/1
HAND_HISTORY | 7,J vs 9 | mode HYBRID | action STAND | result W | bank 2555.00->2570.00 | wager 15.00
HAND_SIGNATURE | 10,4 vs 5
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 10,4 vs 5 | mode HYBRID | action STAND | result L | bank 2570.00->2550.00 | wager 20.00
HAND_SIGNATURE | 8,Q vs 10
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/1/2
HAND_HISTORY | 8,Q vs 10 | mode HYBRID | action STAND | result W | bank 2550.00->2565.00 | wager 15.00
HAND_SIGNATURE | 10,6 vs 3
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 10,6 vs 3 | mode HYBRID | action STAND | result L | bank 2565.00->2545.00 | wager 20.00
HAND_SIGNATURE | 2,Q vs 9
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 2,Q vs 9 | mode HYBRID | action HIT | result L | bank 2545.00->2530.00 | wager 15.00
HAND_SIGNATURE | 10,4 vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 10,4 vs 2 | mode HYBRID | action STAND | result L | bank 2530.00->2515.00 | wager 15.00
HAND_SIGNATURE | 8,A vs A
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/1/2
HAND_HISTORY | 8,A vs A | mode HYBRID | action STAND | result L | bank 2515.00->2500.00 | wager 15.00
HAND_SIGNATURE | 3,K vs 4
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 3,K vs 4 | mode HYBRID | action HIT | result L | bank 2500.00->2470.00 | wager 30.00
HAND_SIGNATURE | 5,A vs 8
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 5,A vs 8 | mode HYBRID | action HIT | result L | bank 2470.00->2455.00 | wager 15.00
HAND_SIGNATURE | 4,7 vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 4,7 vs 6 | mode HYBRID | action DOUBLE | result W | bank 2455.00->2485.00 | wager 15.00
HAND_SIGNATURE | 2,7 vs 9
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/2/0
HAND_HISTORY | 2,7 vs 9 | mode HYBRID | action HIT | result L | bank 2485.00->2465.00 | wager 20.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 6,9 vs 2
HAND_SIGNATURE | 6,9 vs 2
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 6,9 vs 2 | mode HYBRID | action STAND | result L | bank 2465.00->2450.00 | wager 15.00
HAND_SIGNATURE | 3,5 vs 9
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 3,5 vs 9 | mode HYBRID | action HIT | result W | bank 2450.00->2480.00 | wager 30.00
HAND_SIGNATURE | 10,J vs A
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/0/3
HAND_HISTORY | 10,J vs A | mode HYBRID | action STAND | result W | bank 2480.00->2500.00 | wager 20.00

CHRONOLOGICAL CARD DATASET (RECONSTRUCTED DEAL ORDER)
Order rule observed on 247 animation: Player1 -> Dealer hole -> Player2 -> Dealer up -> subsequent player cards -> subsequent dealer draws.
Dealer hole cards are entered later when revealed but are retrospectively placed as the dealer's first dealt card, matching the observed 247 animation.
Split/post-deal cards are retained in operator-entry order; if platform split dealing order differs, that sub-order must be reviewed before deterministic replay.
HAND 1 DEAL-ORDER RECONSTRUCTION
#001 | H01 | PLAYER card 1          | 3♣
#002 | H01 | DEALER hole card       | 4♦
#003 | H01 | PLAYER card 2          | 4♣
#004 | H01 | DEALER upcard          | J♠
#005 | H01 | PLAYER post-deal card  | K♥
#006 | H01 | DEALER draw 1          | 9♥

HAND 2 DEAL-ORDER RECONSTRUCTION
#007 | H02 | PLAYER card 1          | J♣
#008 | H02 | DEALER hole card       | K♣
#009 | H02 | PLAYER card 2          | 5♦
#010 | H02 | DEALER upcard          | 2♥
#011 | H02 | DEALER draw 1          | K♦

HAND 3 DEAL-ORDER RECONSTRUCTION
#012 | H03 | PLAYER card 1          | 6♦
#013 | H03 | DEALER hole card       | J♥
#014 | H03 | PLAYER card 2          | 5♦
#015 | H03 | DEALER upcard          | Q♥
#016 | H03 | PLAYER post-deal card  | 7♦

HAND 4 DEAL-ORDER RECONSTRUCTION
#017 | H04 | PLAYER card 1          | 9♥
#018 | H04 | DEALER hole card       | A♣
#019 | H04 | PLAYER card 2          | 8♣
#020 | H04 | DEALER upcard          | 2♥
#021 | H04 | DEALER draw 1          | 3♥
#022 | H04 | DEALER draw 2          | 8♥
#023 | H04 | DEALER draw 3          | 8♥

HAND 5 DEAL-ORDER RECONSTRUCTION
#024 | H05 | PLAYER card 1          | 9♠
#025 | H05 | DEALER hole card       | 8♥
#026 | H05 | PLAYER card 2          | A♣
#027 | H05 | DEALER upcard          | 7♣
#028 | H05 | DEALER draw 1          | 3♦

HAND 6 DEAL-ORDER RECONSTRUCTION
#029 | H06 | PLAYER card 1          | J♦
#030 | H06 | DEALER hole card       | 7♣
#031 | H06 | PLAYER card 2          | K♦
#032 | H06 | DEALER upcard          | 2♦
#033 | H06 | DEALER draw 1          | 10♥

HAND 7 DEAL-ORDER RECONSTRUCTION
#034 | H07 | PLAYER card 1          | 4♣
#035 | H07 | DEALER hole card       | 3♦
#036 | H07 | PLAYER card 2          | 6♠
#037 | H07 | DEALER upcard          | K♠
#038 | H07 | PLAYER post-deal card  | K♥
#039 | H07 | DEALER draw 1          | K♣

HAND 8 DEAL-ORDER RECONSTRUCTION
#040 | H08 | PLAYER card 1          | 2♥
#041 | H08 | DEALER hole card       | K♣
#042 | H08 | PLAYER card 2          | 2♣
#043 | H08 | DEALER upcard          | 10♦
#044 | H08 | PLAYER post-deal card  | 10♣
#045 | H08 | PLAYER post-deal card  | 8♦

HAND 9 DEAL-ORDER RECONSTRUCTION
#046 | H09 | PLAYER card 1          | 8♣
#047 | H09 | DEALER hole card       | 7♠
#048 | H09 | PLAYER card 2          | 3♣
#049 | H09 | DEALER upcard          | 6♥
#050 | H09 | PLAYER post-deal card  | A♦
#051 | H09 | DEALER draw 1          | 9♦

HAND 10 DEAL-ORDER RECONSTRUCTION
#052 | H10 | PLAYER card 1          | 4♦
#053 | H10 | DEALER hole card       | 8♥
#054 | H10 | PLAYER card 2          | J♠
#055 | H10 | DEALER upcard          | 3♣
#056 | H10 | DEALER draw 1          | 5♥
#057 | H10 | DEALER draw 2          | 10♥

HAND 11 DEAL-ORDER RECONSTRUCTION
#058 | H11 | PLAYER card 1          | 6♣
#059 | H11 | DEALER hole card       | 8♦
#060 | H11 | PLAYER card 2          | 2♣
#061 | H11 | DEALER upcard          | K♠
#062 | H11 | PLAYER post-deal card  | 9♣

HAND 12 DEAL-ORDER RECONSTRUCTION
#063 | H12 | PLAYER card 1          | 8♦
#064 | H12 | DEALER hole card       | 4♠
#065 | H12 | PLAYER card 2          | 4♠
#066 | H12 | DEALER upcard          | 9♠
#067 | H12 | DEALER draw 1          | 6♣

HAND 13 DEAL-ORDER RECONSTRUCTION
#068 | H13 | PLAYER card 1          | 4♦
#069 | H13 | DEALER hole card       | 6♦
#070 | H13 | PLAYER card 2          | 6♥
#071 | H13 | DEALER upcard          | 4♠
#072 | H13 | PLAYER post-deal card  | 10♥
#073 | H13 | DEALER draw 1          | J♥

HAND 14 DEAL-ORDER RECONSTRUCTION
#074 | H14 | PLAYER card 1          | 4♦
#075 | H14 | DEALER hole card       | 2♣
#076 | H14 | PLAYER card 2          | 9♣
#077 | H14 | DEALER upcard          | A♠
#078 | H14 | PLAYER post-deal card  | 5♦
#079 | H14 | DEALER draw 1          | 7♥

HAND 15 DEAL-ORDER RECONSTRUCTION
#080 | H15 | PLAYER card 1          | 5♥
#081 | H15 | DEALER hole card       | 10♦
#082 | H15 | PLAYER card 2          | A♥
#083 | H15 | DEALER upcard          | K♠
#084 | H15 | PLAYER post-deal card  | 3♦

HAND 16 DEAL-ORDER RECONSTRUCTION
#085 | H16 | PLAYER card 1          | Q♥
#086 | H16 | DEALER hole card       | 2♦
#087 | H16 | PLAYER card 2          | 7♥
#088 | H16 | DEALER upcard          | 9♣
#089 | H16 | DEALER draw 1          | 5♦
#090 | H16 | DEALER draw 2          | 5♥

HAND 17 DEAL-ORDER RECONSTRUCTION
#091 | H17 | PLAYER card 1          | 7♦
#092 | H17 | DEALER hole card       | 4♥
#093 | H17 | PLAYER card 2          | J♠
#094 | H17 | DEALER upcard          | 9♣
#095 | H17 | DEALER draw 1          | 10♥

HAND 18 DEAL-ORDER RECONSTRUCTION
#096 | H18 | PLAYER card 1          | 10♠
#097 | H18 | DEALER hole card       | A♦
#098 | H18 | PLAYER card 2          | 4♥
#099 | H18 | DEALER upcard          | 5♦
#100 | H18 | DEALER draw 1          | A♥

HAND 19 DEAL-ORDER RECONSTRUCTION
#101 | H19 | PLAYER card 1          | 8♠
#102 | H19 | DEALER hole card       | 6♦
#103 | H19 | PLAYER card 2          | Q♦
#104 | H19 | DEALER upcard          | 10♣
#105 | H19 | DEALER draw 1          | A♠

HAND 20 DEAL-ORDER RECONSTRUCTION
#106 | H20 | PLAYER card 1          | 10♣
#107 | H20 | DEALER hole card       | 6♠
#108 | H20 | PLAYER card 2          | 6♦
#109 | H20 | DEALER upcard          | 3♥
#110 | H20 | DEALER draw 1          | A♠

HAND 21 DEAL-ORDER RECONSTRUCTION
#111 | H21 | PLAYER card 1          | 2♦
#112 | H21 | DEALER hole card       | Q♣
#113 | H21 | PLAYER card 2          | Q♦
#114 | H21 | DEALER upcard          | 9♦
#115 | H21 | PLAYER post-deal card  | 4♣

HAND 22 DEAL-ORDER RECONSTRUCTION
#116 | H22 | PLAYER card 1          | 4♦
#117 | H22 | DEALER hole card       | K♠
#118 | H22 | PLAYER card 2          | 10♣
#119 | H22 | DEALER upcard          | 2♦
#120 | H22 | DEALER draw 1          | 5♣

HAND 23 DEAL-ORDER RECONSTRUCTION
#121 | H23 | PLAYER card 1          | 8♦
#122 | H23 | DEALER hole card       | Q♦
#123 | H23 | PLAYER card 2          | A♣
#124 | H23 | DEALER upcard          | A♠

HAND 24 DEAL-ORDER RECONSTRUCTION
#125 | H24 | PLAYER card 1          | 3♠
#126 | H24 | DEALER hole card       | 7♣
#127 | H24 | PLAYER card 2          | K♣
#128 | H24 | DEALER upcard          | 4♣
#129 | H24 | PLAYER post-deal card  | Q♣

HAND 25 DEAL-ORDER RECONSTRUCTION
#130 | H25 | PLAYER card 1          | A♦
#131 | H25 | DEALER hole card       | 9♥
#132 | H25 | PLAYER card 2          | 5♠
#133 | H25 | DEALER upcard          | 8♥
#134 | H25 | PLAYER post-deal card  | 7♦
#135 | H25 | PLAYER post-deal card  | Q♠

HAND 26 DEAL-ORDER RECONSTRUCTION
#136 | H26 | PLAYER card 1          | 7♣
#137 | H26 | DEALER hole card       | Q♥
#138 | H26 | PLAYER card 2          | 4♥
#139 | H26 | DEALER upcard          | 6♦
#140 | H26 | PLAYER post-deal card  | J♣
#141 | H26 | DEALER draw 1          | 8♥

HAND 27 DEAL-ORDER RECONSTRUCTION
#142 | H27 | PLAYER card 1          | 7♦
#143 | H27 | DEALER hole card       | 2♥
#144 | H27 | PLAYER card 2          | 2♥
#145 | H27 | DEALER upcard          | 9♥
#146 | H27 | PLAYER post-deal card  | J♣
#147 | H27 | DEALER draw 1          | J♥

HAND 28 DEAL-ORDER RECONSTRUCTION
#148 | H28 | PLAYER card 1          | 6♥
#149 | H28 | DEALER hole card       | 6♣
#150 | H28 | PLAYER card 2          | 9♣
#151 | H28 | DEALER upcard          | 2♠
#152 | H28 | DEALER draw 1          | 9♣

HAND 29 DEAL-ORDER RECONSTRUCTION
#153 | H29 | PLAYER card 1          | 5♦
#154 | H29 | DEALER hole card       | Q♠
#155 | H29 | PLAYER card 2          | 3♦
#156 | H29 | DEALER upcard          | 9♠
#157 | H29 | PLAYER post-deal card  | 3♥
#158 | H29 | PLAYER post-deal card  | Q♦

HAND 30 DEAL-ORDER RECONSTRUCTION
#159 | H30 | PLAYER card 1          | J♥
#160 | H30 | DEALER hole card       | 4♠
#161 | H30 | PLAYER card 2          | 10♥
#162 | H30 | DEALER upcard          | A♦
#163 | H30 | DEALER draw 1          | 7♥
#164 | H30 | DEALER draw 2          | K♠


AUDIT LOG

DETERMINISTIC BLACKJACK - LIVE 30-HAND COMPANION
Manual external-session entry | actual platform balance captured before Hand 1 | dynamic £100 research frame | 30-hand reference
SOURCE: 247blackjack.com | PLAY-MONEY | configured 6-deck game
VALIDATION ON: suit required, wager checked, balance arithmetic checked where determinable.
HAND REVIEW ON: rejected/amended current hands roll back before re-entry.
SESSION NAME: Hybrid + normal comments/decisions + voluntary £15/£20/£30 wager constraint
HYBRID MODE: Frozen wager/action reference remains visible; your entered wager/actions are the observed journey. Full Frozen counterfactual is calculated by S when source-complete.
STARTING BALANCE CHECK: remove/clear ALL wagers or chips from the table before reading the balance.
Enter numeric amount.
SESSION START BALANCE CONFIRMED: Platform £2500.00 | research-equivalent £100.00 | session depletion floor £2400.00
SESSION START BALANCE | Platform £2500.00 | Research-equivalent £100.00 | Session depletion floor £2400.00
Cumulative project file: C:\Users\amlania1\Downloads\bjack\liveplay\CLI\output.txt


========== HAND 1 / 30 ==========
SHUFFLE RECORDED before hand 1 | previous segment cards recorded: 0
Bankroll £2500.00 | Research-equivalent available £100.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♣,4♣ = 7 | Dealer J♠
OBSERVED HAND (suits excluded): 3,4 vs J
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 3♣,4♣ = 7 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♣,4♣ vs J♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♣,4♣ | frozen HIT | actual HIT
MAIN 3♣,4♣,K♥ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♣,4♣,K♥ vs J♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♣,4♣,K♥ | frozen STAND | actual STAND
Dealer J♠,4♦,9♥ = 23 BUST

--- CARD STREAM REVIEW: HAND 1 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#001 | H01 | PLAYER card 1          | 3C
#002 | H01 | DEALER hole card       | 4D
#003 | H01 | PLAYER card 2          | 4C
#004 | H01 | DEALER upcard          | JS
#005 | H01 | PLAYER post-deal card  | KH
#006 | H01 | DEALER draw 1          | 9H
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

Allowed: YN
RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 17 vs Dealer 23
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2515.00
  HAND_HISTORY | 3,4 vs J | mode HYBRID | action HIT | result W | bank 2500.00->2515.00 | wager 15.00
HAND 01 | 2500.00->2515.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 3♣,4♣,K♥ | D-up J♠ | D-hidden/draw 4♦,9♥ | W
Recorded | Peak £2515.00 | Trough £2500.00 | MaxDD £0.00 | Exposure £15.00

========== HAND 2 / 30 ==========
Bankroll £2515.00 | Research-equivalent available £115.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £25.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 25.00 | difference 10.00 | reason INTENTIONAL
  MINDSET_EVENT | H02 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £25.00 \| reason INTENTIONAL
Wager: £10.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♣,5♦ = 15 | Dealer 2♥
OBSERVED HAND (suits excluded): 5,J vs 2 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN J♣,5♦ = 15 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♣,5♦ vs 2♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♣,5♦ | frozen STAND | actual STAND
Dealer 2♥,K♣,K♦ = 22 BUST

--- CARD STREAM REVIEW: HAND 2 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#007 | H02 | PLAYER card 1          | JC
#008 | H02 | DEALER hole card       | KC
#009 | H02 | PLAYER card 2          | 5D
#010 | H02 | DEALER upcard          | 2H
#011 | H02 | DEALER draw 1          | KD
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 15 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2540.00
  HAND_HISTORY | 5,J vs 2 | mode HYBRID | action STAND | result W | bank 2515.00->2540.00 | wager 25.00
HAND 02 | 2515.00->2540.00 | ref 15.00 actual 25.00 | committed 25.00 | NORMAL | P J♣,5♦ | D-up 2♥ | D-hidden/draw K♣,K♦ | W
Recorded | Peak £2540.00 | Trough £2500.00 | MaxDD £0.00 | Exposure £40.00

========== HAND 3 / 30 ==========
Bankroll £2540.00 | Research-equivalent available £140.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♦,5♦ = 11 | Dealer Q♥
OBSERVED HAND (suits excluded): 5,6 vs Q | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 6♦,5♦ = 11 | FROZEN POLICY: DOUBLE [FROZEN PRIMARY: DOUBLE; TEXTBOOK-aligned]
  POLICY SOURCE | MAIN | 6♦,5♦ vs Q♥ | DOUBLE | FROZEN PRIMARY: DOUBLE; TEXTBOOK-aligned
  MAIN | 6♦,5♦ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: 6♦,5♦,7♦ = 18
Dealer Q♥,J♥ = 20

--- CARD STREAM REVIEW: HAND 3 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#012 | H03 | PLAYER card 1          | 6D
#013 | H03 | DEALER hole card       | JH
#014 | H03 | PLAYER card 2          | 5D
#015 | H03 | DEALER upcard          | QH
#016 | H03 | PLAYER post-deal card  | 7D
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 18 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2510.00
  FINAL HAND NOTE | H3 | type POST_HAND_REFLECTION | captured after settlement and before next hand | expected a non-10 card player due to symmetry, followed frozen blindly
  MINDSET_EVENT | H03 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT expected a non-10 card player due to symmetry, followed frozen blindly
  HAND_HISTORY | 5,6 vs Q | mode HYBRID | action DOUBLE | result L | bank 2540.00->2510.00 | wager 15.00
HAND 03 | 2540.00->2510.00 | ref 15.00 actual 15.00 | committed 30.00 | NORMAL | P 6♦,5♦,7♦ | D-up Q♥ | D-hidden/draw J♥ | L
Recorded | Peak £2540.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £70.00
CARD-STREAM REVIEW: hand 4 rejected before result/bankroll entry; re-entering the hand.
  CARD-STREAM REVIEW | Hand 4 rejected by operator; replacement entry follows.

========== HAND 4 / 30 ==========
Bankroll £2510.00 | Research-equivalent available £110.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £30.00.
PRESERVED ORIGINAL WAGER DEVIATION REASON: OTHER | trying to raise bankroll significantly under frozen
Reason retained unchanged from the original same-hand entry; advancing automatically.
  WAGER DEVIATION | frozen_reference 15.00 | actual 30.00 | difference 15.00 | reason OTHER | note trying to raise bankroll significantly under frozen | contemporaneous_reason_restored_unchanged
  MINDSET_EVENT | H04 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00 \| reason OTHER \| trying to raise bankroll significantly under frozen
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 9♥,8♣ = 17 | Dealer 2♥
OBSERVED HAND (suits excluded): 8,9 vs 2 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 2 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 9♥,8♣ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 9♥,8♣ vs 2♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 9♥,8♣ | frozen STAND | actual STAND
Dealer 2♥,A♣,3♥,8♥,8♥ = 22 BUST

--- CARD STREAM REVIEW: HAND 4 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#017 | H04 | PLAYER card 1          | 9H
#018 | H04 | DEALER hole card       | AC
#019 | H04 | PLAYER card 2          | 8C
#020 | H04 | DEALER upcard          | 2H
#021 | H04 | DEALER draw 1          | 3H
#022 | H04 | DEALER draw 2          | 8H
#023 | H04 | DEALER draw 3          | 8H
TOTAL CARDS RECORDED THIS HAND: 7
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 17 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2540.00
  FINAL HAND NOTE | H4 | type MIXED_FINAL_NOTE | captured after settlement and before next hand | lucky escape and no 10s in seven cards.. will retain high wager next hand
  MINDSET_EVENT | H04 | STAGE POST_HAND | TYPE MIXED_FINAL_NOTE | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT lucky escape and no 10s in seven cards.. will retain high wager next hand
  HAND_HISTORY | 8,9 vs 2 | mode HYBRID | action STAND | result W | bank 2510.00->2540.00 | wager 30.00
HAND 04 | 2510.00->2540.00 | ref 15.00 actual 30.00 | committed 30.00 | NORMAL | P 9♥,8♣ | D-up 2♥ | D-hidden/draw A♣,3♥,8♥,8♥ | W
Recorded | Peak £2540.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £100.00

========== HAND 5 / 30 ==========
Bankroll £2540.00 | Research-equivalent available £140.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £30.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 30.00 | difference 15.00 | reason INTENTIONAL
  MINDSET_EVENT | H05 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00 \| reason INTENTIONAL
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 9♠,A♣ = soft 20 | Dealer 7♣
OBSERVED HAND (suits excluded): 9,A vs 7 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 2 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 9♠,A♣ = soft 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 9♠,A♣ vs 7♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 9♠,A♣ | frozen STAND | actual STAND
Dealer 7♣,8♥,3♦ = 18

--- CARD STREAM REVIEW: HAND 5 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#024 | H05 | PLAYER card 1          | 9S
#025 | H05 | DEALER hole card       | 8H
#026 | H05 | PLAYER card 2          | AC
#027 | H05 | DEALER upcard          | 7C
#028 | H05 | DEALER draw 1          | 3D
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 20 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2570.00
  FINAL HAND NOTE | H5 | type POST_HAND_REFLECTION | captured after settlement and before next hand | was very close to take a double due to lack of 10s. Player total would have been A+9+3 = 13.  would need see cards in next hand to understand outcome...would have taken hit on 13... And dealer was 15 and get card(s) after...
  MINDSET_EVENT | H05 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT was very close to take a double due to lack of 10s. Player total would have been A+9+3 = 13.  would need see cards in next hand to understand outcome...would have taken hit on 13... And dealer was 15 and get card(s) after...
  HAND_HISTORY | 9,A vs 7 | mode HYBRID | action STAND | result W | bank 2540.00->2570.00 | wager 30.00
HAND 05 | 2540.00->2570.00 | ref 15.00 actual 30.00 | committed 30.00 | NORMAL | P 9♠,A♣ | D-up 7♣ | D-hidden/draw 8♥,3♦ | W
Recorded | Peak £2570.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £130.00

========== HAND 6 / 30 ==========
Bankroll £2570.00 | Research-equivalent available £170.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♦,K♦ = 20 | Dealer 2♦
OBSERVED HAND (suits excluded): J,K vs 2 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN J♦,K♦ = 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♦,K♦ vs 2♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♦,K♦ | frozen STAND | actual STAND
Dealer 2♦,7♣,10♥ = 19

--- CARD STREAM REVIEW: HAND 6 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#029 | H06 | PLAYER card 1          | JD
#030 | H06 | DEALER hole card       | 7C
#031 | H06 | PLAYER card 2          | KD
#032 | H06 | DEALER upcard          | 2D
#033 | H06 | DEALER draw 1          | 10H
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 20 vs Dealer 19
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2585.00
  FINAL HAND NOTE | H6 | type POST_HAND_REFLECTION | captured after settlement and before next hand | would have bust previous hand if I hit on 13 since first card was Jd here... Also took a conservative wager here, hard to read cards at moment.. lots wins, mainly occuring on 2 cards.. Need to expect 3 cards for player next few hands and dealer with low hole card... chance to climb more with strong decisions
  MINDSET_EVENT | H06 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT would have bust previous hand if I hit on 13 since first card was Jd here... Also took a conservative wager here, hard to read cards at moment.. lots wins, mainly occuring on 2 cards.. Need to expect 3 cards for player next few hands and dealer with low hole card... chance to climb more with strong decisions
  HAND_HISTORY | J,K vs 2 | mode HYBRID | action STAND | result W | bank 2570.00->2585.00 | wager 15.00
HAND 06 | 2570.00->2585.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P J♦,K♦ | D-up 2♦ | D-hidden/draw 7♣,10♥ | W
Recorded | Peak £2585.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £145.00

========== HAND 7 / 30 ==========
Bankroll £2585.00 | Research-equivalent available £185.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £20.00.
Allowed: YN
  WAGER DEVIATION | frozen_reference 15.00 | actual 20.00 | difference 5.00 | reason INTENTIONAL
  MINDSET_EVENT | H07 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £20.00 \| reason INTENTIONAL
Wager: £5.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 4♣,6♠ = 10 | Dealer K♠
OBSERVED HAND (suits excluded): 4,6 vs K | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 4♣,6♠ = 10 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♣,6♠ vs K♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♣,6♠ | frozen HIT | actual HIT
MAIN 4♣,6♠,K♥ = 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♣,6♠,K♥ vs K♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♣,6♠,K♥ | frozen STAND | actual STAND
Dealer K♠,3♦,K♣ = 23 BUST

--- CARD STREAM REVIEW: HAND 7 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#034 | H07 | PLAYER card 1          | 4C
#035 | H07 | DEALER hole card       | 3D
#036 | H07 | PLAYER card 2          | 6S
#037 | H07 | DEALER upcard          | KS
#038 | H07 | PLAYER post-deal card  | KH
#039 | H07 | DEALER draw 1          | KC
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 20 vs Dealer 23
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2605.00
  FINAL HAND NOTE | H7 | type POST_HAND_REFLECTION | captured after settlement and before next hand | good chance to double, but totally due to lots of 10s.. Now three consecutive 10s, expect neutral cards since lacking.. low wagers now
  MINDSET_EVENT | H07 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT good chance to double, but totally due to lots of 10s.. Now three consecutive 10s, expect neutral cards since lacking.. low wagers now
  HAND_HISTORY | 4,6 vs K | mode HYBRID | action HIT | result W | bank 2585.00->2605.00 | wager 20.00
HAND 07 | 2585.00->2605.00 | ref 15.00 actual 20.00 | committed 20.00 | NORMAL | P 4♣,6♠,K♥ | D-up K♠ | D-hidden/draw 3♦,K♣ | W
Recorded | Peak £2605.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £165.00

========== HAND 8 / 30 ==========
Bankroll £2605.00 | Research-equivalent available £205.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 2♥,2♣ = 4 | Dealer 10♦
OBSERVED HAND (suits excluded): 2,2 vs 10 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 2♥,2♣ = 4 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♥,2♣ vs 10♦ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♥,2♣ | frozen HIT | actual HIT
MAIN 2♥,2♣,10♣ = 14 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♥,2♣,10♣ vs 10♦ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♥,2♣,10♣ | frozen HIT | actual HIT
MAIN BUST at 22
Dealer 10♦,K♣ = 20

--- CARD STREAM REVIEW: HAND 8 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#040 | H08 | PLAYER card 1          | 2H
#041 | H08 | DEALER hole card       | KC
#042 | H08 | PLAYER card 2          | 2C
#043 | H08 | DEALER upcard          | 10D
#044 | H08 | PLAYER post-deal card  | 10C
#045 | H08 | PLAYER post-deal card  | 8D
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 22 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2590.00
Allowed: YN
  HAND_HISTORY | 2,2 vs 10 | mode HYBRID | action HIT | result L | bank 2605.00->2590.00 | wager 15.00
HAND 08 | 2605.00->2590.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 2♥,2♣,10♣,8♦ | D-up 10♦ | D-hidden/draw K♣ | L
Recorded | Peak £2605.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £180.00

========== HAND 9 / 30 ==========
Bankroll £2590.00 | Research-equivalent available £190.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 8♣,3♣ = 11 | Dealer 6♥
OBSERVED HAND (suits excluded): 3,8 vs 6 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 8♣,3♣ = 11 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 8♣,3♣ vs 6♥ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 8♣,3♣ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: 8♣,3♣,A♦ = 12
Dealer 6♥,7♠,9♦ = 22 BUST

--- CARD STREAM REVIEW: HAND 9 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#046 | H09 | PLAYER card 1          | 8C
#047 | H09 | DEALER hole card       | 7S
#048 | H09 | PLAYER card 2          | 3C
#049 | H09 | DEALER upcard          | 6H
#050 | H09 | PLAYER post-deal card  | AD
#051 | H09 | DEALER draw 1          | 9D
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 12 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2620.00
  FINAL HAND NOTE | H9 | type POST_HAND_REFLECTION | captured after settlement and before next hand | if no double, 8+3+A= 12  and then 9d = 21.. So would have survived, fortunate outcome dealer getting high card...
  MINDSET_EVENT | H09 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT if no double, 8+3+A= 12  and then 9d = 21.. So would have survived, fortunate outcome dealer getting high card...
  HAND_HISTORY | 3,8 vs 6 | mode HYBRID | action DOUBLE | result W | bank 2590.00->2620.00 | wager 15.00
HAND 09 | 2590.00->2620.00 | ref 15.00 actual 15.00 | committed 30.00 | NORMAL | P 8♣,3♣,A♦ | D-up 6♥ | D-hidden/draw 7♠,9♦ | W
Recorded | Peak £2620.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £210.00

========== HAND 10 / 30 ==========
Bankroll £2620.00 | Research-equivalent available £220.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £4.00.
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 4♦,J♠ = 14 | Dealer 3♣
OBSERVED HAND (suits excluded): 4,J vs 3 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 4♦,J♠ = 14 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♦,J♠ vs 3♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♦,J♠ | frozen STAND | actual STAND
Dealer 3♣,8♥,5♥,10♥ = 26 BUST

--- CARD STREAM REVIEW: HAND 10 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#052 | H10 | PLAYER card 1          | 4D
#053 | H10 | DEALER hole card       | 8H
#054 | H10 | PLAYER card 2          | JS
#055 | H10 | DEALER upcard          | 3C
#056 | H10 | DEALER draw 1          | 5H
#057 | H10 | DEALER draw 2          | 10H
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 14 vs Dealer 26
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2635.00
  FINAL HAND NOTE | H10 | type POST_HAND_REFLECTION | captured after settlement and before next hand | right frozen decision to stand otherwise would get J+4+5=19 and dealer 8+3+10=21
  MINDSET_EVENT | H10 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT right frozen decision to stand otherwise would get J+4+5=19 and dealer 8+3+10=21
  HAND_HISTORY | 4,J vs 3 | mode HYBRID | action STAND | result W | bank 2620.00->2635.00 | wager 15.00
HAND 10 | 2620.00->2635.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 4♦,J♠ | D-up 3♣ | D-hidden/draw 8♥,5♥,10♥ | W
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £225.00

========== HAND 11 / 30 ==========
Bankroll £2635.00 | Research-equivalent available £235.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♣,2♣ = 8 | Dealer K♠
OBSERVED HAND (suits excluded): 2,6 vs K | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 6♣,2♣ = 8 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♣,2♣ vs K♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♣,2♣ | frozen HIT | actual HIT
MAIN 6♣,2♣,9♣ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♣,2♣,9♣ vs K♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♣,2♣,9♣ | frozen STAND | actual STAND
Dealer K♠,8♦ = 18

--- CARD STREAM REVIEW: HAND 11 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#058 | H11 | PLAYER card 1          | 6C
#059 | H11 | DEALER hole card       | 8D
#060 | H11 | PLAYER card 2          | 2C
#061 | H11 | DEALER upcard          | KS
#062 | H11 | PLAYER post-deal card  | 9C
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 17 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2620.00
  HAND_HISTORY | 2,6 vs K | mode HYBRID | action HIT | result L | bank 2635.00->2620.00 | wager 15.00
HAND 11 | 2635.00->2620.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 6♣,2♣,9♣ | D-up K♠ | D-hidden/draw 8♦ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £240.00

========== HAND 12 / 30 ==========
Bankroll £2620.00 | Research-equivalent available £220.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 8♦,4♠ = 12 | Dealer 9♠
OBSERVED HAND (suits excluded): 4,8 vs 9 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 2 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 8♦,4♠ = 12 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 8♦,4♠ vs 9♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is HIT but entered action is STAND.
  MAIN | 8♦,4♠ | frozen HIT | actual STAND | ACTION DEVIATION reason OTHER | note expecting next 10 card. so expecting dealer 9+ low card + 10 = bust
  MINDSET_EVENT | H12 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT MAIN \| 8♦,4♠ vs dealer 9 \| Frozen HIT -> actual STAND \| reason OTHER \| expecting next 10 card. so expecting dealer 9+ low card + 10 = bust
Dealer 9♠,4♠,6♣ = 19

--- CARD STREAM REVIEW: HAND 12 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#063 | H12 | PLAYER card 1          | 8D
#064 | H12 | DEALER hole card       | 4S
#065 | H12 | PLAYER card 2          | 4S
#066 | H12 | DEALER upcard          | 9S
#067 | H12 | DEALER draw 1          | 6C
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 12 vs Dealer 19
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2605.00
  FINAL HAND NOTE | H12 | type POST_HAND_REFLECTION | captured after settlement and before next hand | Taken against frozen.  hit would give 8+4+6=18.. dealer on 9+4 + ? = 13  , need to see first card on next hand
  MINDSET_EVENT | H12 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT Taken against frozen.  hit would give 8+4+6=18.. dealer on 9+4 + ? = 13  , need to see first card on next hand
  HAND_HISTORY | 4,8 vs 9 | mode HYBRID | action STAND | result L | bank 2620.00->2605.00 | wager 15.00
HAND 12 | 2620.00->2605.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 8♦,4♠ | D-up 9♠ | D-hidden/draw 4♠,6♣ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £255.00

========== HAND 13 / 30 ==========
Bankroll £2605.00 | Research-equivalent available £205.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £30.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 30.00 | difference 15.00 | reason INTENTIONAL
  MINDSET_EVENT | H13 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00 \| reason INTENTIONAL
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 4♦,6♥ = 10 | Dealer 4♠
OBSERVED HAND (suits excluded): 4,6 vs 4 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 3 | Neutral 0 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 4♦,6♥ = 10 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♦,6♥ vs 4♠ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♦,6♥ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: 4♦,6♥,10♥ = 20
Dealer 4♠,6♦,J♥ = 20

--- CARD STREAM REVIEW: HAND 13 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#068 | H13 | PLAYER card 1          | 4D
#069 | H13 | DEALER hole card       | 6D
#070 | H13 | PLAYER card 2          | 6H
#071 | H13 | DEALER upcard          | 4S
#072 | H13 | PLAYER post-deal card  | 10H
#073 | H13 | DEALER draw 1          | JH
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PUSH | Player 20 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2605.00
  FINAL HAND NOTE | H13 | type PROSPECTIVE_INTENTION | captured after settlement and before next hand | not going to chase bankroll.. will stick close to frozen wager
  MINDSET_EVENT | H13 | STAGE POST_HAND | TYPE PROSPECTIVE_INTENTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT not going to chase bankroll.. will stick close to frozen wager
  HAND_HISTORY | 4,6 vs 4 | mode HYBRID | action DOUBLE | result P | bank 2605.00->2605.00 | wager 30.00
HAND 13 | 2605.00->2605.00 | ref 15.00 actual 30.00 | committed 60.00 | NORMAL | P 4♦,6♥,10♥ | D-up 4♠ | D-hidden/draw 6♦,J♥ | P
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £30.00 | Exposure £315.00

========== HAND 14 / 30 ==========
Bankroll £2605.00 | Research-equivalent available £205.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 4♦,9♣ = 13 | Dealer A♠
OBSERVED HAND (suits excluded): 4,9 vs A | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 4♦,9♣ = 13 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♦,9♣ vs A♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♦,9♣ | frozen HIT | actual HIT
MAIN 4♦,9♣,5♦ = 18 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♦,9♣,5♦ vs A♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♦,9♣,5♦ | frozen STAND | actual STAND
Dealer A♠,2♣,7♥ = soft 20

--- CARD STREAM REVIEW: HAND 14 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#074 | H14 | PLAYER card 1          | 4D
#075 | H14 | DEALER hole card       | 2C
#076 | H14 | PLAYER card 2          | 9C
#077 | H14 | DEALER upcard          | AS
#078 | H14 | PLAYER post-deal card  | 5D
#079 | H14 | DEALER draw 1          | 7H
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 18 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2590.00
  HAND_HISTORY | 4,9 vs A | mode HYBRID | action HIT | result L | bank 2605.00->2590.00 | wager 15.00
HAND 14 | 2605.00->2590.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 4♦,9♣,5♦ | D-up A♠ | D-hidden/draw 2♣,7♥ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £45.00 | Exposure £330.00

========== HAND 15 / 30 ==========
Bankroll £2590.00 | Research-equivalent available £190.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 5♥,A♥ = soft 16 | Dealer K♠
OBSERVED HAND (suits excluded): 5,A vs K | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 5♥,A♥ = soft 16 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 5♥,A♥ vs K♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 5♥,A♥ | frozen HIT | actual HIT
MAIN 5♥,A♥,3♦ = soft 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 5♥,A♥,3♦ vs K♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 5♥,A♥,3♦ | frozen STAND | actual STAND
Dealer K♠,10♦ = 20

--- CARD STREAM REVIEW: HAND 15 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#080 | H15 | PLAYER card 1          | 5H
#081 | H15 | DEALER hole card       | 10D
#082 | H15 | PLAYER card 2          | AH
#083 | H15 | DEALER upcard          | KS
#084 | H15 | PLAYER post-deal card  | 3D
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 19 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2575.00
  FINAL HAND NOTE | H15 | type PROSPECTIVE_INTENTION | captured after settlement and before next hand | hard to read the cards, very mixed
  MINDSET_EVENT | H15 | STAGE POST_HAND | TYPE PROSPECTIVE_INTENTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT hard to read the cards, very mixed
  HAND_HISTORY | 5,A vs K | mode HYBRID | action HIT | result L | bank 2590.00->2575.00 | wager 15.00
HAND 15 | 2590.00->2575.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 5♥,A♥,3♦ | D-up K♠ | D-hidden/draw 10♦ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £60.00 | Exposure £345.00

========== HAND 16 / 30 ==========
Bankroll £2575.00 | Research-equivalent available £175.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 20.00 | difference 5.00 | reason OTHER | note need push upwards
  MINDSET_EVENT | H16 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £20.00 \| reason OTHER \| need push upwards
Wager: £5.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player Q♥,7♥ = 17 | Dealer 9♣
OBSERVED HAND (suits excluded): 7,Q vs 9 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 2 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN Q♥,7♥ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | Q♥,7♥ vs 9♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | Q♥,7♥ | frozen STAND | actual STAND
Dealer 9♣,2♦,5♦,5♥ = 21 21

--- CARD STREAM REVIEW: HAND 16 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#085 | H16 | PLAYER card 1          | QH
#086 | H16 | DEALER hole card       | 2D
#087 | H16 | PLAYER card 2          | 7H
#088 | H16 | DEALER upcard          | 9C
#089 | H16 | DEALER draw 1          | 5D
#090 | H16 | DEALER draw 2          | 5H
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 17 vs Dealer 21
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2555.00
  FINAL HAND NOTE | H16 | type PROSPECTIVE_INTENTION | captured after settlement and before next hand | keep towards frozen... Lots losses, tempted to increase, think decisions are more important than wager amount
  MINDSET_EVENT | H16 | STAGE POST_HAND | TYPE PROSPECTIVE_INTENTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT keep towards frozen... Lots losses, tempted to increase, think decisions are more important than wager amount
  HAND_HISTORY | 7,Q vs 9 | mode HYBRID | action STAND | result L | bank 2575.00->2555.00 | wager 20.00
HAND 16 | 2575.00->2555.00 | ref 15.00 actual 20.00 | committed 20.00 | NORMAL | P Q♥,7♥ | D-up 9♣ | D-hidden/draw 2♦,5♦,5♥ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £80.00 | Exposure £365.00

========== HAND 17 / 30 ==========
Bankroll £2555.00 | Research-equivalent available £155.00 | State NORMAL | FROZEN WAGER £30.00
CHECK: frozen reference is £30.00 but entered wager is £15.00.
  WAGER DEVIATION | frozen_reference 30.00 | actual 15.00 | difference -15.00 | reason OTHER | note bad session
  MINDSET_EVENT | H17 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £30.00 -> actual £15.00 \| reason OTHER \| bad session
Wager: £15.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 7♦,J♠ = 17 | Dealer 9♣
OBSERVED HAND (suits excluded): 7,J vs 9 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 2 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 7♦,J♠ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♦,J♠ vs 9♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 7♦,J♠ | frozen STAND | actual STAND
Dealer 9♣,4♥,10♥ = 23 BUST

--- CARD STREAM REVIEW: HAND 17 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#091 | H17 | PLAYER card 1          | 7D
#092 | H17 | DEALER hole card       | 4H
#093 | H17 | PLAYER card 2          | JS
#094 | H17 | DEALER upcard          | 9C
#095 | H17 | DEALER draw 1          | 10H
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 17 vs Dealer 23
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2570.00
  HAND_HISTORY | 7,J vs 9 | mode HYBRID | action STAND | result W | bank 2555.00->2570.00 | wager 15.00
HAND 17 | 2555.00->2570.00 | ref 30.00 actual 15.00 | committed 15.00 | NORMAL | P 7♦,J♠ | D-up 9♣ | D-hidden/draw 4♥,10♥ | W
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £80.00 | Exposure £380.00

========== HAND 18 / 30 ==========
Bankroll £2570.00 | Research-equivalent available £170.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 20.00 | difference 5.00 | reason INTENTIONAL
  MINDSET_EVENT | H18 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £20.00 \| reason INTENTIONAL
Wager: £5.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 10♠,4♥ = 14 | Dealer 5♦
OBSERVED HAND (suits excluded): 10,4 vs 5 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 10♠,4♥ = 14 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 10♠,4♥ vs 5♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 10♠,4♥ | frozen STAND | actual STAND
Dealer 5♦,A♦,A♥ = soft 17

--- CARD STREAM REVIEW: HAND 18 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#096 | H18 | PLAYER card 1          | 10S
#097 | H18 | DEALER hole card       | AD
#098 | H18 | PLAYER card 2          | 4H
#099 | H18 | DEALER upcard          | 5D
#100 | H18 | DEALER draw 1          | AH
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 14 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2550.00
  HAND_HISTORY | 10,4 vs 5 | mode HYBRID | action STAND | result L | bank 2570.00->2550.00 | wager 20.00
HAND 18 | 2570.00->2550.00 | ref 15.00 actual 20.00 | committed 20.00 | NORMAL | P 10♠,4♥ | D-up 5♦ | D-hidden/draw A♦,A♥ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £85.00 | Exposure £400.00

========== HAND 19 / 30 ==========
Bankroll £2550.00 | Research-equivalent available £150.00 | State NORMAL | FROZEN WAGER £30.00
CHECK: frozen reference is £30.00 but entered wager is £15.00.
  WAGER DEVIATION | frozen_reference 30.00 | actual 15.00 | difference -15.00 | reason OTHER | note bad session, regret not going higher wagers when cards in favour. but stuck to frozen wagers
  MINDSET_EVENT | H19 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £30.00 -> actual £15.00 \| reason OTHER \| bad session, regret not going higher wagers when cards in favour. but stuck to frozen wagers
Wager: £15.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 8♠,Q♦ = 18 | Dealer 10♣
OBSERVED HAND (suits excluded): 8,Q vs 10 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 1 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 8♠,Q♦ = 18 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 8♠,Q♦ vs 10♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 8♠,Q♦ | frozen STAND | actual STAND
Dealer 10♣,6♦,A♠ = 17

--- CARD STREAM REVIEW: HAND 19 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#101 | H19 | PLAYER card 1          | 8S
#102 | H19 | DEALER hole card       | 6D
#103 | H19 | PLAYER card 2          | QD
#104 | H19 | DEALER upcard          | 10C
#105 | H19 | DEALER draw 1          | AS
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

Allowed: YN
RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 18 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2565.00
  FINAL HAND NOTE | H19 | type POST_HAND_REFLECTION | captured after settlement and before next hand | last two £30 frozen recommendations been taken at 15. Both won, would have been close to iniital bank balance if followed.
  MINDSET_EVENT | H19 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT last two £30 frozen recommendations been taken at 15. Both won, would have been close to iniital bank balance if followed.
  HAND_HISTORY | 8,Q vs 10 | mode HYBRID | action STAND | result W | bank 2550.00->2565.00 | wager 15.00
HAND 19 | 2550.00->2565.00 | ref 30.00 actual 15.00 | committed 15.00 | NORMAL | P 8♠,Q♦ | D-up 10♣ | D-hidden/draw 6♦,A♠ | W
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £85.00 | Exposure £415.00

========== HAND 20 / 30 ==========
Bankroll £2565.00 | Research-equivalent available £165.00 | State NORMAL | FROZEN WAGER £30.00
CHECK: frozen reference is £30.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 30.00 | actual 20.00 | difference -10.00 | reason OTHER | note aiming to push upwards
  MINDSET_EVENT | H20 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £30.00 -> actual £20.00 \| reason OTHER \| aiming to push upwards
Wager: £10.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 10♣,6♦ = 16 | Dealer 3♥
OBSERVED HAND (suits excluded): 10,6 vs 3 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 10♣,6♦ = 16 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 10♣,6♦ vs 3♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 10♣,6♦ | frozen STAND | actual STAND
Dealer 3♥,6♠,A♠ = soft 20

--- CARD STREAM REVIEW: HAND 20 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#106 | H20 | PLAYER card 1          | 10C
#107 | H20 | DEALER hole card       | 6S
#108 | H20 | PLAYER card 2          | 6D
#109 | H20 | DEALER upcard          | 3H
#110 | H20 | DEALER draw 1          | AS
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 16 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2545.00
Allowed: YN
  HAND_HISTORY | 10,6 vs 3 | mode HYBRID | action STAND | result L | bank 2565.00->2545.00 | wager 20.00
HAND 20 | 2565.00->2545.00 | ref 30.00 actual 20.00 | committed 20.00 | NORMAL | P 10♣,6♦ | D-up 3♥ | D-hidden/draw 6♠,A♠ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £90.00 | Exposure £435.00

========== HAND 21 / 30 ==========
Bankroll £2545.00 | Research-equivalent available £145.00 | State NORMAL | FROZEN WAGER £20.00
CHECK: frozen reference is £20.00 but entered wager is £15.00.
  WAGER DEVIATION | frozen_reference 20.00 | actual 15.00 | difference -5.00 | reason INTENTIONAL
  MINDSET_EVENT | H21 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £20.00 -> actual £15.00 \| reason INTENTIONAL
Wager: £5.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 2♦,Q♦ = 12 | Dealer 9♦
OBSERVED HAND (suits excluded): 2,Q vs 9 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 2♦,Q♦ = 12 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♦,Q♦ vs 9♦ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♦,Q♦ | frozen HIT | actual HIT
MAIN 2♦,Q♦,4♣ = 16 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♦,Q♦,4♣ vs 9♦ | HIT | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is HIT but entered action is STAND.
  MAIN | 2♦,Q♦,4♣ | frozen HIT | actual STAND | ACTION DEVIATION reason OTHER | note no real reason, just fear busting due to poor session
  MINDSET_EVENT | H21 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT MAIN \| 2♦,Q♦,4♣ vs dealer 9 \| Frozen HIT -> actual STAND \| reason OTHER \| no real reason, just fear busting due to poor session
Dealer 9♦,Q♣ = 19

--- CARD STREAM REVIEW: HAND 21 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#111 | H21 | PLAYER card 1          | 2D
#112 | H21 | DEALER hole card       | QC
#113 | H21 | PLAYER card 2          | QD
#114 | H21 | DEALER upcard          | 9D
#115 | H21 | PLAYER post-deal card  | 4C
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 16 vs Dealer 19
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2530.00
  FINAL HAND NOTE | H21 | type POST_HAND_REFLECTION | captured after settlement and before next hand | 2 + q + 4 + ?  first card in next hand... against dealer 19
  MINDSET_EVENT | H21 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT 2 + q + 4 + ?  first card in next hand... against dealer 19
  HAND_HISTORY | 2,Q vs 9 | mode HYBRID | action HIT | result L | bank 2545.00->2530.00 | wager 15.00
HAND 21 | 2545.00->2530.00 | ref 20.00 actual 15.00 | committed 15.00 | NORMAL | P 2♦,Q♦,4♣ | D-up 9♦ | D-hidden/draw Q♣ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £105.00 | Exposure £450.00

========== HAND 22 / 30 ==========
Bankroll £2530.00 | Research-equivalent available £130.00 | State NORMAL | FROZEN WAGER £20.00
CHECK: frozen reference is £20.00 but entered wager is £15.00.
  WAGER DEVIATION | frozen_reference 20.00 | actual 15.00 | difference -5.00 | reason INTENTIONAL
  MINDSET_EVENT | H22 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £20.00 -> actual £15.00 \| reason INTENTIONAL
Wager: £5.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 4♦,10♣ = 14 | Dealer 2♦
OBSERVED HAND (suits excluded): 10,4 vs 2 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 4♦,10♣ = 14 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♦,10♣ vs 2♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♦,10♣ | frozen STAND | actual STAND
Dealer 2♦,K♠,5♣ = 17

--- CARD STREAM REVIEW: HAND 22 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#116 | H22 | PLAYER card 1          | 4D
#117 | H22 | DEALER hole card       | KS
#118 | H22 | PLAYER card 2          | 10C
#119 | H22 | DEALER upcard          | 2D
#120 | H22 | DEALER draw 1          | 5C
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 14 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2515.00
  FINAL HAND NOTE | H22 | type POST_HAND_REFLECTION | captured after settlement and before next hand | made choice last hand overriden frozen.. I would have got 4d to get 20 total against dealer 19.. on this hand chose to stand, would have got 10+4+5=19... dealer on K+2+? (first card next hand).. likely player would have won both
  MINDSET_EVENT | H22 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT made choice last hand overriden frozen.. I would have got 4d to get 20 total against dealer 19.. on this hand chose to stand, would have got 10+4+5=19... dealer on K+2+? (first card next hand).. likely player would have won both
  HAND_HISTORY | 10,4 vs 2 | mode HYBRID | action STAND | result L | bank 2530.00->2515.00 | wager 15.00
HAND 22 | 2530.00->2515.00 | ref 20.00 actual 15.00 | committed 15.00 | NORMAL | P 4♦,10♣ | D-up 2♦ | D-hidden/draw K♠,5♣ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £120.00 | Exposure £465.00

========== HAND 23 / 30 ==========
Bankroll £2515.00 | Research-equivalent available £115.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 8♦,A♣ = soft 19 | Dealer A♠
OBSERVED HAND (suits excluded): 8,A vs A | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 1 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 8♦,A♣ = soft 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 8♦,A♣ vs A♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 8♦,A♣ | frozen STAND | actual STAND
Dealer A♠,Q♦ = soft 21 21

--- CARD STREAM REVIEW: HAND 23 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#121 | H23 | PLAYER card 1          | 8D
#122 | H23 | DEALER hole card       | QD
#123 | H23 | PLAYER card 2          | AC
#124 | H23 | DEALER upcard          | AS
TOTAL CARDS RECORDED THIS HAND: 4
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 19 vs Dealer 21
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2500.00
  FINAL HAND NOTE | H23 | type POST_HAND_REFLECTION | captured after settlement and before next hand | played in fatigue state at 3am... If I had hit previous hand, would have got 8D on total and bust.. cards difficult to read... Loss is definitely down to not betting more aggressively earlier..
  MINDSET_EVENT | H23 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT played in fatigue state at 3am... If I had hit previous hand, would have got 8D on total and bust.. cards difficult to read... Loss is definitely down to not betting more aggressively earlier..
  HAND_HISTORY | 8,A vs A | mode HYBRID | action STAND | result L | bank 2515.00->2500.00 | wager 15.00
HAND 23 | 2515.00->2500.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 8♦,A♣ | D-up A♠ | D-hidden/draw Q♦ | L
Recorded | Peak £2635.00 | Trough £2500.00 | MaxDD £135.00 | Exposure £480.00

========== HAND 24 / 30 ==========
Bankroll £2500.00 | Research-equivalent available £100.00 | State COOLING | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £30.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 30.00 | difference 15.00 | reason OTHER | note chasing to stay above £100 bankroll, need to stake higher
  MINDSET_EVENT | H24 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00 \| reason OTHER \| chasing to stay above £100 bankroll, need to stake higher
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♠,K♣ = 13 | Dealer 4♣
OBSERVED HAND (suits excluded): 3,K vs 4 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 3♠,K♣ = 13 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♠,K♣ vs 4♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is STAND but entered action is HIT.
  MAIN | 3♠,K♣ | frozen STAND | actual HIT | ACTION DEVIATION reason INTENTIONAL
  MINDSET_EVENT | H24 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT MAIN \| 3♠,K♣ vs dealer 4 \| Frozen STAND -> actual HIT \| reason INTENTIONAL
MAIN BUST at 23
Dealer 4♣,7♣ = 11

--- CARD STREAM REVIEW: HAND 24 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#125 | H24 | PLAYER card 1          | 3S
#126 | H24 | DEALER hole card       | 7C
#127 | H24 | PLAYER card 2          | KC
#128 | H24 | DEALER upcard          | 4C
#129 | H24 | PLAYER post-deal card  | QC
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 23 vs Dealer 11
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2470.00
  FINAL HAND NOTE | H24 | type PROSPECTIVE_INTENTION | captured after settlement and before next hand | will be content to get even bankroll and see session out
  MINDSET_EVENT | H24 | STAGE POST_HAND | TYPE PROSPECTIVE_INTENTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT will be content to get even bankroll and see session out
  HAND_HISTORY | 3,K vs 4 | mode HYBRID | action HIT | result L | bank 2500.00->2470.00 | wager 30.00
HAND 24 | 2500.00->2470.00 | ref 15.00 actual 30.00 | committed 30.00 | COOLING | P 3♠,K♣,Q♣ | D-up 4♣ | D-hidden/draw 7♣ | L
Recorded | Peak £2635.00 | Trough £2470.00 | MaxDD £165.00 | Exposure £510.00

========== HAND 25 / 30 ==========
Bankroll £2470.00 | Research-equivalent available £70.00 | State COOLING | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player A♦,5♠ = soft 16 | Dealer 8♥
OBSERVED HAND (suits excluded): 5,A vs 8 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN A♦,5♠ = soft 16 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♦,5♠ vs 8♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♦,5♠ | frozen HIT | actual HIT
MAIN A♦,5♠,7♦ = 13 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♦,5♠,7♦ vs 8♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♦,5♠,7♦ | frozen HIT | actual HIT
MAIN BUST at 23
Dealer 8♥,9♥ = 17

--- CARD STREAM REVIEW: HAND 25 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#130 | H25 | PLAYER card 1          | AD
#131 | H25 | DEALER hole card       | 9H
#132 | H25 | PLAYER card 2          | 5S
#133 | H25 | DEALER upcard          | 8H
#134 | H25 | PLAYER post-deal card  | 7D
#135 | H25 | PLAYER post-deal card  | QS
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 23 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2455.00
  HAND_HISTORY | 5,A vs 8 | mode HYBRID | action HIT | result L | bank 2470.00->2455.00 | wager 15.00
HAND 25 | 2470.00->2455.00 | ref 15.00 actual 15.00 | committed 15.00 | COOLING | P A♦,5♠,7♦,Q♠ | D-up 8♥ | D-hidden/draw 9♥ | L
Recorded | Peak £2635.00 | Trough £2455.00 | MaxDD £180.00 | Exposure £525.00

========== HAND 26 / 30 ==========
Bankroll £2455.00 | Research-equivalent available £55.00 | State COOLING | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 7♣,4♥ = 11 | Dealer 6♦
OBSERVED HAND (suits excluded): 4,7 vs 6 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 7♣,4♥ = 11 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♣,4♥ vs 6♦ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 7♣,4♥ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: 7♣,4♥,J♣ = 21
Dealer 6♦,Q♥,8♥ = 24 BUST

--- CARD STREAM REVIEW: HAND 26 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#136 | H26 | PLAYER card 1          | 7C
#137 | H26 | DEALER hole card       | QH
#138 | H26 | PLAYER card 2          | 4H
#139 | H26 | DEALER upcard          | 6D
#140 | H26 | PLAYER post-deal card  | JC
#141 | H26 | DEALER draw 1          | 8H
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 21 vs Dealer 24
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2485.00
  HAND_HISTORY | 4,7 vs 6 | mode HYBRID | action DOUBLE | result W | bank 2455.00->2485.00 | wager 15.00
HAND 26 | 2455.00->2485.00 | ref 15.00 actual 15.00 | committed 30.00 | COOLING | P 7♣,4♥,J♣ | D-up 6♦ | D-hidden/draw Q♥,8♥ | W
Recorded | Peak £2635.00 | Trough £2455.00 | MaxDD £180.00 | Exposure £555.00

========== HAND 27 / 30 ==========
Bankroll £2485.00 | Research-equivalent available £85.00 | State COOLING | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 20.00 | difference 5.00 | reason INTENTIONAL
  MINDSET_EVENT | H27 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £20.00 \| reason INTENTIONAL
Wager: £5.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 7♦,2♥ = 9 | Dealer 9♥
OBSERVED HAND (suits excluded): 2,7 vs 9 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 2 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 7♦,2♥ = 9 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♦,2♥ vs 9♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 7♦,2♥ | frozen HIT | actual HIT
MAIN 7♦,2♥,J♣ = 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♦,2♥,J♣ vs 9♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 7♦,2♥,J♣ | frozen STAND | actual STAND
Dealer 9♥,2♥,J♥ = 21 21

--- CARD STREAM REVIEW: HAND 27 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#142 | H27 | PLAYER card 1          | 7D
#143 | H27 | DEALER hole card       | 2H
#144 | H27 | PLAYER card 2          | 2H
#145 | H27 | DEALER upcard          | 9H
#146 | H27 | PLAYER post-deal card  | JC
#147 | H27 | DEALER draw 1          | JH
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 19 vs Dealer 21
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2465.00
  FINAL HAND NOTE | H27 | type POST_HAND_REFLECTION | captured after settlement and before next hand | glad no double taken
  MINDSET_EVENT | H27 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT glad no double taken
  HAND_HISTORY | 2,7 vs 9 | mode HYBRID | action HIT | result L | bank 2485.00->2465.00 | wager 20.00
HAND 27 | 2485.00->2465.00 | ref 15.00 actual 20.00 | committed 20.00 | COOLING | P 7♦,2♥,J♣ | D-up 9♥ | D-hidden/draw 2♥,J♥ | L
Recorded | Peak £2635.00 | Trough £2455.00 | MaxDD £180.00 | Exposure £575.00

========== HAND 28 / 30 ==========
Bankroll £2465.00 | Research-equivalent available £65.00 | State COOLING | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♥,9♣ = 15 | Dealer 2♠
OBSERVED HAND (suits excluded): 6,9 vs 2 | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 6,9 vs 2
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode HYBRID | action STAND | result W | bank 2567.00->2582.00 | wager 15.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 1 (100.0%) | L 0 (0.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 6♥,9♣ = 15 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♥,9♣ vs 2♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♥,9♣ | frozen STAND | actual STAND
Dealer 2♠,6♣,9♣ = 17

--- CARD STREAM REVIEW: HAND 28 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#148 | H28 | PLAYER card 1          | 6H
#149 | H28 | DEALER hole card       | 6C
#150 | H28 | PLAYER card 2          | 9C
#151 | H28 | DEALER upcard          | 2S
#152 | H28 | DEALER draw 1          | 9C
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 15 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2450.00
  HAND_HISTORY | 6,9 vs 2 | mode HYBRID | action STAND | result L | bank 2465.00->2450.00 | wager 15.00
HAND 28 | 2465.00->2450.00 | ref 15.00 actual 15.00 | committed 15.00 | COOLING | P 6♥,9♣ | D-up 2♠ | D-hidden/draw 6♣,9♣ | L
Recorded | Peak £2635.00 | Trough £2450.00 | MaxDD £185.00 | Exposure £590.00

========== HAND 29 / 30 ==========
Bankroll £2450.00 | Research-equivalent available £50.00 | State COOLING | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £30.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 30.00 | difference 15.00 | reason INTENTIONAL
  MINDSET_EVENT | H29 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00 \| reason INTENTIONAL
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 5♦,3♦ = 8 | Dealer 9♠
OBSERVED HAND (suits excluded): 3,5 vs 9 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 5♦,3♦ = 8 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 5♦,3♦ vs 9♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
DOUBLE unavailable: research-equivalent bankroll £50.00 | already committed £30.00 | additional £30.00 required.
  MAIN | 5♦,3♦ | frozen HIT | actual HIT
MAIN 5♦,3♦,3♥ = 11 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 5♦,3♦,3♥ vs 9♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 5♦,3♦,3♥ | frozen HIT | actual HIT
MAIN 5♦,3♦,3♥,Q♦ = 21 | 21 - hand complete; no further player action entered.
Dealer 9♠,Q♠ = 19

--- CARD STREAM REVIEW: HAND 29 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#153 | H29 | PLAYER card 1          | 5D
#154 | H29 | DEALER hole card       | QS
#155 | H29 | PLAYER card 2          | 3D
#156 | H29 | DEALER upcard          | 9S
#157 | H29 | PLAYER post-deal card  | 3H
#158 | H29 | PLAYER post-deal card  | QD
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 21 vs Dealer 19
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2480.00
  FINAL HAND NOTE | H29 | type POST_HAND_REFLECTION | captured after settlement and before next hand | high stake paid off, will just stake £20 last hand and hope break even
  MINDSET_EVENT | H29 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT high stake paid off, will just stake £20 last hand and hope break even
  HAND_HISTORY | 3,5 vs 9 | mode HYBRID | action HIT | result W | bank 2450.00->2480.00 | wager 30.00
HAND 29 | 2450.00->2480.00 | ref 15.00 actual 30.00 | committed 30.00 | COOLING | P 5♦,3♦,3♥,Q♦ | D-up 9♠ | D-hidden/draw Q♠ | W
Recorded | Peak £2635.00 | Trough £2450.00 | MaxDD £185.00 | Exposure £620.00

========== HAND 30 / 30 ==========
SHUFFLE RECORDED before hand 30 | previous segment cards recorded: 158
Bankroll £2480.00 | Research-equivalent available £80.00 | State COOLING | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £20.00.
Allowed: YN
  WAGER DEVIATION | frozen_reference 15.00 | actual 20.00 | difference 5.00 | reason INTENTIONAL
  MINDSET_EVENT | H30 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £20.00 \| reason INTENTIONAL
Wager: £5.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♥,10♥ = 20 | Dealer A♦
OBSERVED HAND (suits excluded): 10,J vs A | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 0 | High 3
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN J♥,10♥ = 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♥,10♥ vs A♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♥,10♥ | frozen STAND | actual STAND
Dealer A♦,4♠,7♥,K♠ = 22 BUST

--- CARD STREAM REVIEW: HAND 30 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#159 | H30 | PLAYER card 1          | JH
#160 | H30 | DEALER hole card       | 4S
#161 | H30 | PLAYER card 2          | 10H
#162 | H30 | DEALER upcard          | AD
#163 | H30 | DEALER draw 1          | 7H
#164 | H30 | DEALER draw 2          | KS
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 20 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2500.00
  FINAL HAND NOTE | H30 | type POST_HAND_REFLECTION | captured after settlement and before next hand | glad it finished even and did not force more 30s to recover. lots lost hands and tough cards.
  MINDSET_EVENT | H30 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE LIVE_CAPTURE | TEXT glad it finished even and did not force more 30s to recover. lots lost hands and tough cards.
  HAND_HISTORY | 10,J vs A | mode HYBRID | action STAND | result W | bank 2480.00->2500.00 | wager 20.00
HAND 30 | 2480.00->2500.00 | ref 15.00 actual 20.00 | committed 20.00 | COOLING | P J♥,10♥ | D-up A♦ | D-hidden/draw 4♠,7♥,K♠ | W
Recorded | Peak £2635.00 | Trough £2450.00 | MaxDD £185.00 | Exposure £640.00

================ OBSERVED HYBRID JOURNEY | SESSION 20260913_031649 ================
Observed mode: HYBRID | operator choices are authoritative for the live journey; this block does not relabel them as Frozen.
Observed Hybrid: hands 30 | final £100.00 | W/L/P 13/16/1 | exposure £640.00
Frozen/Casual formal-start counterfactual: DEFERRED TO S shuffle-analysis workflow, using the exact captured formal cardstream and source-completion rules.
================ END OBSERVED HYBRID JOURNEY | SESSION 20260913_031649 ================
