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    <title>VIPER knowledge base</title>
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    <description>Deep-dives on roulette strategy, bankroll and backtesting.</description>
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      <title>5 habits every roulette player needs</title>
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      <category>Bankroll and discipline</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>The five things VIPER grades every roulette session on. Not one of them measures whether you won money, and that is exactly the point of scoring them.</description>
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      <title>The house has the data. So should we.</title>
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      <category>Why VIPER exists</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>Why we built VIPER, the four things that actually end most sessions badly, and the community we want to build around fixing them.</description>
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      <title>Dynamic Play: your judgement, in the loop</title>
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      <category>Using VIPER</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>A strategy is a rule set written before the session began. Dynamic Play opens a window between the recommendation and the chips, so your read of the table counts.</description>
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      <title>How to read a backtest without fooling yourself</title>
      <link>https://viperstrategies.net/blog/reading-a-backtest</link>
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      <category>Backtesting and data</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>A high win rate, a rising curve and a big sample can all be there while a strategy quietly takes your bankroll. Six checks, in the order that matters.</description>
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      <title>The short session is a different game</title>
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      <category>Foundations</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>Over a few hundred spins, luck outweighs the house edge many times over. That is why you walk out ahead as often as you do, and it sets a trap worth understanding.</description>
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      <title>Sizing a session bankroll for a progression</title>
      <link>https://viperstrategies.net/blog/sizing-a-session-bankroll</link>
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      <category>Bankroll and discipline</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>Work backwards from the deepest losing run you are prepared to sit through, then check the table limit allows it. A short method with the numbers laid out.</description>
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    <item>
      <title>The AI Wizard: from a hunch to something you can test</title>
      <link>https://viperstrategies.net/blog/ai-wizard</link>
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      <category>Using VIPER</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>Most good roulette ideas die as a half-formed thought. The AI Wizard interviews the idea out of you, builds it, and puts it where you can test it.</description>
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      <title>Automating discipline: the stop that only moves up</title>
      <link>https://viperstrategies.net/blog/automating-discipline</link>
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      <category>Bankroll and discipline</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>You set a stop-loss and then talk yourself out of it. Fixed and trailing stops fire on their own, at the number you chose while you were still thinking clearly.</description>
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      <title>The Bankroll Builder: what your last 20 sessions say</title>
      <link>https://viperstrategies.net/blog/bankroll-builder</link>
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      <category>Bankroll and discipline</category>
      <pubDate>Mon, 07 Sep 2026 09:00:00 GMT</pubDate>
      <description>Memory keeps the good nights and quietly files the rest. The Bankroll Builder keeps the ledger, grades your discipline, and tells you how much runway you have left.</description>
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