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                  dimitarvp
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								<p>What might that next level be? <img src="https://forum.elixirforum.com/images/emoji/apple/thinking.png?v=15" title=":thinking:" class="emoji" alt=":thinking:" loading="lazy" width="20" height="20"></p> 
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                  linusdm
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								<p>I enjoyed the conversation too. Some of the tips I got out of this discussion are:</p>
<ul>
<li>the code in each cell should be very small (think in terms of what you’d execute as one expression in IEx)</li>
<li>rethink how you use modules in Livebook: anonymous functions assigned to variables work just fine (this basically another take on keeping your codecells small)</li>
<li>mix prose and code liberally</li>
<li>Livebook allows “dual learning” where you get explained a concept in one way (prose) and then yet another way (code), which facilitates learning a lot</li>
<li>the process dictionary is not(?) forwarded from cell to cell, which might impact random number generation (in favor of reproducibility)</li>
<li>Livebook takes away a lot of the expert knowledge needed to get started with a live environment (in contrast with: step 1, install a compiler, etc.)</li>
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<p>I especially liked the first part where James explains a model of problem solving that explicitly calls out three stages: (1) exploration, (2) modelling and (3) delivery. Where there sometimes is too much emphasis on the delivery part, and not enough on the first two parts that don’t involve coding. I totally share the thrill of throwing away code, or not using code after all even though you’ve just spend a day writing it <img src="https://forum.elixirforum.com/images/emoji/apple/smiley.png?v=15" title=":smiley:" class="emoji" alt=":smiley:" loading="lazy" width="20" height="20"> Go listen to the episode to get more details and inspiration, it’s explained very well <img src="https://forum.elixirforum.com/images/emoji/apple/slight_smile.png?v=15" title=":slight_smile:" class="emoji" alt=":slight_smile:" loading="lazy" width="20" height="20"></p>
<p>And thank you <a class="mention" href="/u/jeg2" rel="nofollow">@JEG2</a> for the reference to the book you mentioned: <a href="https://abbycovert.com/stuck/" rel="noopener nofollow ugc">Stuck? Diagrams Help</a> about that three-step process.</p> 
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									<span>Author of Designing Elixir Systems with OTP</span>
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								<aside class="quote no-group" data-username="linusdm" data-post="13" data-topic="65863">
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<img alt="" width="24" height="24" src="https://forum.elixirforum.com/user_avatar/forum.elixirforum.com/linusdm/48/30659_2.png" class="avatar"> linusdm:</div>
<blockquote>
<ul>
<li>the process dictionary is not(?) forwarded from cell to cell, which might impact random number generation (in favor of reproducibility)</li>
</ul>
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<p>On minor correction here:  It probably wasn’t very clear, but I was discussing a historical change to Livebook.  Today, it <strong>does</strong> forward the process dictionary and it special cases random number seeds so everything will likely just work as you expect.</p> 
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