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· <a class="headerlink" href="#_1" title="Permanent link">¶</a></h1> <ul> <li><strong>Author:</strong> <name></li> <li><strong>Date:</strong> YYYY-MM-DD</li> <li><strong>Card:</strong> <a href="../../development/workplan/"><ID></a> · <strong>PR:</strong> #<number></li> </ul> <h2 id="what-i-built">What I built<a class="headerlink" href="#what-i-built" title="Permanent link">¶</a></h2> <p>One or two sentences, plus the main function signatures.</p> <h2 id="the-idea-simply">The idea, simply<a class="headerlink" href="#the-idea-simply" title="Permanent link">¶</a></h2> <p>Explain the concept as you would to a friend, with an analogy or a tiny worked example. Then the formula, if there is one.</p> <h2 id="how-i-know-its-right">How I know it's right<a class="headerlink" href="#how-i-know-its-right" title="Permanent link">¶</a></h2> <p>The key tests: reference values, property tests, simulations.</p> <h2 id="what-surprised-me-gotchas">What surprised me / gotchas<a class="headerlink" href="#what-surprised-me-gotchas" title="Permanent link">¶</a></h2> <p>Bugs, wrong first attempts, edge cases, anything you'd warn the other maintainer about.</p> <h2 id="how-ai-helped-and-where-it-was-wrong">How AI helped (and where it was wrong)<a class="headerlink" href="#how-ai-helped-and-where-it-was-wrong" title="Permanent link">¶</a></h2> <p>What you asked Claude Code for, and anything you had to correct.</p> <h2 id="learn-more">Learn more<a class="headerlink" href="#learn-more" title="Permanent link">¶</a></h2> <ul> <li>Links to the papers, docs or articles that helped.</li> </ul> </article> </div> <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type="button" class="md-top md-icon" data-md-component="top" hidden> <svg xmlns="http://www.w3.org/2000/svg" fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" class="lucide lucide-circle-arrow-up" viewBox="0 0 24 24"><circle cx="12" cy="12" r="10"/><path d="m16 12-4-4-4 4M12 16V8"/></svg> Back to top </button> </main> <footer class="md-footer"> <nav class="md-footer__inner md-grid" aria-label="Footer" > <a href="../2026-09-30-D1-content-ids/" class="md-footer__link md-footer__link--prev" aria-label="Previous: D1 · Content IDs"> <div class="md-footer__button md-icon"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" class="lucide lucide-arrow-left" viewBox="0 0 24 24"><path d="m12 19-7-7 7-7M19 12H5"/></svg> </div> <div class="md-footer__title"> <span class="md-footer__direction"> Previous </span> <div class="md-ellipsis"> D1 · Content IDs </div> </div> </a> </nav> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class="md-copyright"> <div class="md-copyright__highlight"> Copyright © 2026 Venkata Sai Karthik and Krishna Nandimandalam </div> Made with <a href="https://zensical.org/" target="_blank" rel="noopener"> Zensical </a> </div> <div class="md-social"> <a href="https://github.com/evalhawk/evalhawk" target="_blank" rel="noopener" title="github.com" class="md-social__link"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! 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