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    <title>Forem: Sreya Satheesh</title>
    <description>The latest articles on Forem by Sreya Satheesh (@sreya-satheesh).</description>
    <link>https://forem.com/sreya-satheesh</link>
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      <title>Forem: Sreya Satheesh</title>
      <link>https://forem.com/sreya-satheesh</link>
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    <item>
      <title>Decoded update — here’s what’s new</title>
      <dc:creator>Sreya Satheesh</dc:creator>
      <pubDate>Fri, 17 Apr 2026 06:00:20 +0000</pubDate>
      <link>https://forem.com/sreya-satheesh/decoded-update-heres-whats-new-25i4</link>
      <guid>https://forem.com/sreya-satheesh/decoded-update-heres-whats-new-25i4</guid>
      <description>&lt;p&gt;👉 &lt;a href="https://decoded-app.com/" rel="noopener noreferrer"&gt;https://decoded-app.com/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;When I first built Decoded, the goal was simple:&lt;/p&gt;

&lt;p&gt;Make DSA easier to understand through step-by-step visual thinking instead of memorization.&lt;/p&gt;

&lt;p&gt;But as the platform evolved, a few gaps became more obvious — mainly around consistency, completeness, and how smoothly you move between topics.&lt;/p&gt;

&lt;p&gt;This update is focused on that.&lt;/p&gt;

&lt;h2&gt;
  
  
  Data Structures section expanded
&lt;/h2&gt;

&lt;p&gt;Added a few core structures that were missing earlier but show up very frequently in problem solving.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;a href="https://decoded-app.com/data-structures/binary-tree" rel="noopener noreferrer"&gt;Tree&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://decoded-app.com/data-structures/graph" rel="noopener noreferrer"&gt;Graph&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;
&lt;a href="https://decoded-app.com/data-structures/hash-map" rel="noopener noreferrer"&gt;HashMap&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;a href="https://decoded-app.com/data-structures/heap" rel="noopener noreferrer"&gt;Heap&lt;/a&gt; &lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Earlier, the section covered basics well, but felt slightly incomplete when connecting it to patterns and interview-style problems.&lt;/p&gt;

&lt;p&gt;This fills that gap.&lt;/p&gt;

&lt;h2&gt;
  
  
  Patterns section is now more consistent
&lt;/h2&gt;

&lt;p&gt;Patterns were already there, but the structure wasn’t fully uniform across pages.&lt;/p&gt;

&lt;p&gt;That’s been standardized.&lt;/p&gt;

&lt;p&gt;Now every pattern follows the same flow:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;what the pattern solves&lt;/li&gt;
&lt;li&gt;how to think about it (approach)&lt;/li&gt;
&lt;li&gt;types&lt;/li&gt;
&lt;li&gt;list of problems under it&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;👉 &lt;a href="https://decoded-app.com/patterns" rel="noopener noreferrer"&gt;https://decoded-app.com/patterns&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Two new visual problems added
&lt;/h2&gt;

&lt;p&gt;Added two more step-by-step visual problems into the system.&lt;/p&gt;

&lt;h3&gt;
  
  
  Minimum Size Subarray Sum
&lt;/h3&gt;

&lt;p&gt;👉 &lt;a href="https://decoded-app.com/visualizer/minimum-size-subarray-sum" rel="noopener noreferrer"&gt;https://decoded-app.com/visualizer/minimum-size-subarray-sum&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Sliding window problem.&lt;/p&gt;

&lt;p&gt;Flow:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;window expands as elements are added&lt;/li&gt;
&lt;li&gt;condition becomes valid&lt;/li&gt;
&lt;li&gt;window shrinks to minimize the answer&lt;/li&gt;
&lt;li&gt;best result is tracked step by step&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Focus here is on making the expand/shrink behavior actually visible.&lt;/p&gt;

&lt;h3&gt;
  
  
  Number of Islands
&lt;/h3&gt;

&lt;p&gt;👉 &lt;a href="https://decoded-app.com/visualizer/number-of-islands" rel="noopener noreferrer"&gt;https://decoded-app.com/visualizer/number-of-islands&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Grid traversal using DFS / BFS.&lt;/p&gt;

&lt;p&gt;Flow:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;a land cell triggers traversal&lt;/li&gt;
&lt;li&gt;search spreads to connected cells&lt;/li&gt;
&lt;li&gt;visited cells prevent revisits&lt;/li&gt;
&lt;li&gt;each island is fully explored before moving on&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;This helps make graph traversal feel less abstract and more visual.&lt;/p&gt;




&lt;p&gt;That’s the update for now. :)&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://decoded-app.com/" rel="noopener noreferrer"&gt;https://decoded-app.com/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>dsa</category>
      <category>programming</category>
      <category>beginners</category>
    </item>
    <item>
      <title>Decoded — a simple way to actually understand DSA</title>
      <dc:creator>Sreya Satheesh</dc:creator>
      <pubDate>Mon, 13 Apr 2026 06:35:09 +0000</pubDate>
      <link>https://forem.com/sreya-satheesh/decoded-a-simple-way-to-actually-understand-dsa-3k6g</link>
      <guid>https://forem.com/sreya-satheesh/decoded-a-simple-way-to-actually-understand-dsa-3k6g</guid>
      <description>&lt;p&gt;👉&lt;a href="https://decoded-app.com/" rel="noopener noreferrer"&gt;https://decoded-app.com/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;When you're learning DSA, there’s a point where things start feeling repetitive.&lt;/p&gt;

&lt;p&gt;You solve problems.&lt;br&gt;
You look at solutions.&lt;br&gt;
You understand them.&lt;/p&gt;

&lt;p&gt;But a few days later, the same type of problem feels new again.&lt;/p&gt;

&lt;p&gt;That usually happens because you're remembering solutions, not the thinking behind them.&lt;/p&gt;

&lt;p&gt;Decoded is a small web app built to fix that.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Decoded tries to do
&lt;/h2&gt;

&lt;p&gt;The goal is pretty simple:&lt;/p&gt;

&lt;p&gt;Make it easier to understand how to approach problems — not just how to code the solution.&lt;/p&gt;

&lt;p&gt;Instead of dumping answers, it focuses on:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;breaking problems down&lt;/li&gt;
&lt;li&gt;showing how the solution evolves&lt;/li&gt;
&lt;li&gt;helping you recognize patterns&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  Inside the app
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Problems with step-by-step thinking
&lt;/h3&gt;

&lt;p&gt;Each problem comes with:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;a clear explanation&lt;/li&gt;
&lt;li&gt;a structured approach&lt;/li&gt;
&lt;li&gt;a step-by-step dry run&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;The dry run is the important part.&lt;/p&gt;

&lt;p&gt;You can actually follow:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;how variables change&lt;/li&gt;
&lt;li&gt;how pointers move&lt;/li&gt;
&lt;li&gt;how the solution builds up&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;So you can see everything happen instead of imagining it.&lt;/p&gt;

&lt;h3&gt;
  
  
  Complexity
&lt;/h3&gt;

&lt;p&gt;Every solution includes:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;time complexity&lt;/li&gt;
&lt;li&gt;space complexity&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;But instead of just stating Big-O, the focus is on &lt;em&gt;why&lt;/em&gt; it’s that value.&lt;/p&gt;

&lt;h3&gt;
  
  
  Patterns
&lt;/h3&gt;

&lt;p&gt;One of the most useful sections is the Patterns page.&lt;/p&gt;

&lt;p&gt;A lot of DSA problems aren’t unique — they’re variations of a few common ideas.&lt;/p&gt;

&lt;p&gt;This page groups problems based on patterns like:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;two pointers&lt;/li&gt;
&lt;li&gt;sliding window&lt;/li&gt;
&lt;li&gt;prefix sum&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Each pattern explains:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;how it works&lt;/li&gt;
&lt;li&gt;when to use it&lt;/li&gt;
&lt;li&gt;what kind of problems it fits&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Over time, you stop thinking “I’ve seen this before”&lt;br&gt;
and start thinking “this looks like a sliding window problem.”&lt;/p&gt;

&lt;p&gt;That’s a big difference.&lt;/p&gt;

&lt;h3&gt;
  
  
  Data Structures
&lt;/h3&gt;

&lt;p&gt;The Data Structures page focuses on fundamentals.&lt;/p&gt;

&lt;p&gt;It covers things like:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;arrays&lt;/li&gt;
&lt;li&gt;linked lists&lt;/li&gt;
&lt;li&gt;stacks&lt;/li&gt;
&lt;li&gt;queues&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;The idea isn’t to go deep into theory, but to keep it practical.&lt;/p&gt;

&lt;p&gt;Each structure is explained in terms of:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;what it does&lt;/li&gt;
&lt;li&gt;how it behaves&lt;/li&gt;
&lt;li&gt;where it’s useful&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;So instead of just knowing definitions, you start understanding &lt;em&gt;when to use what.&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Who this is for
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;beginners starting DSA&lt;/li&gt;
&lt;li&gt;people preparing for interviews&lt;/li&gt;
&lt;/ol&gt;

</description>
      <category>webdev</category>
      <category>dsa</category>
      <category>programming</category>
      <category>beginners</category>
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