diff --git a/github-metrics.svg b/github-metrics.svg
index 11a9d291..339f9223 100644
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-                                    42.3k added, 14.4k removed
+                                    287k added, 247k removed
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@@ -203,7 +203,7 @@
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                     Recent coding habits
-                    <small class="h-details">(computed from last 98 commits)</small>
+                    <small class="h-details">(computed from last 97 commits)</small>
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@@ -236,7 +236,7 @@
                                 <div class="details">
                                     <div>on branch <span class="code">main</span></div>
                                     <div class="commit">
-                                        <div class="sha">#c572592</div>
+                                        <div class="sha">#dcd5137</div>
                                         <div class="message">Update github-metrics.svg - [Skip GitHub Action]</div>
                                     </div>
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@@ -246,20 +246,17 @@
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-                                        <div class="user">github-actions[bot]</div>
-                                        pushed 1 commit in
-                                        <span class="repo">northwesternfintech/.github</span>
+                                        <div class="user">rewong03</div>
+                                        commented on
+                                        <span class="issue">#29 Kraken Private Futures API Client</span>
                                     </div>
                                 </div>
                                 <div class="details">
-                                    <div>on branch <span class="code">main</span></div>
-                                    <div class="commit">
-                                        <div class="sha">#f9ae776</div>
-                                        <div class="message">Update github-metrics.svg - [Skip GitHub Action]</div>
-                                    </div>
+                                    <div>opened by rewong03 in <span class="repo">northwesternfintech/desk-monorepo</span></div>
+                                    <div class="comment">closed with #32</div>
                                 </div>
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@@ -267,33 +264,33 @@
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                                     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16" width="16" height="16">
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+                                        <path d="M11.28 6.78a.75.75 0 00-1.06-1.06L7.25 8.69 5.78 7.22a.75.75 0 00-1.06 1.06l2 2a.75.75 0 001.06 0l3.5-3.5z"/>
+                                        <path fill-rule="evenodd" d="M16 8A8 8 0 110 8a8 8 0 0116 0zm-1.5 0a6.5 6.5 0 11-13 0 6.5 6.5 0 0113 0z"/>
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-                                        <div class="user">jthet</div>
-                                        starred
-                                        <span class="repo">northwesternfintech/2025QuantInternships</span>
+                                        <div class="user">rewong03</div>
+                                        closed
+                                        <span class="issue">#29 Kraken Private Futures API Client</span>
                                     </div>
                                 </div>
+                                <div class="details">
+                                    <div>opened by rewong03 in <span class="repo">northwesternfintech/desk-monorepo</span></div>
+                                </div>
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-                                        <div class="user">github-actions[bot]</div>
-                                        pushed 1 commit in
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-                                </div>
-                                <div class="details">
-                                    <div>on branch <span class="code">main</span></div>
-                                    <div class="commit">
-                                        <div class="sha">#c335332</div>
-                                        <div class="message">Update github-metrics.svg - [Skip GitHub Action]</div>
+                                        <div class="user">rewong03</div>
+                                        deleted
+                      branch
+                                        <span class="code">rewong03/29-kraken-private-futures-client</span>
+                                        in
+                                        <span class="repo">northwesternfintech/desk-monorepo</span>
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-                                        <path fill-rule="evenodd" d="M8 .25a.75.75 0 01.673.418l1.882 3.815 4.21.612a.75.75 0 01.416 1.279l-3.046 2.97.719 4.192a.75.75 0 01-1.088.791L8 12.347l-3.766 1.98a.75.75 0 01-1.088-.79l.72-4.194L.818 6.374a.75.75 0 01.416-1.28l4.21-.611L7.327.668A.75.75 0 018 .25zm0 2.445L6.615 5.5a.75.75 0 01-.564.41l-3.097.45 2.24 2.184a.75.75 0 01.216.664l-.528 3.084 2.769-1.456a.75.75 0 01.698 0l2.77 1.456-.53-3.084a.75.75 0 01.216-.664l2.24-2.183-3.096-.45a.75.75 0 01-.564-.41L8 2.694v.001z"/>
+                                        <path fill-rule="evenodd" d="M10.5 7.75a2.5 2.5 0 11-5 0 2.5 2.5 0 015 0zm1.43.75a4.002 4.002 0 01-7.86 0H.75a.75.75 0 110-1.5h3.32a4.001 4.001 0 017.86 0h3.32a.75.75 0 110 1.5h-3.32z"/>
                                     </svg>
                                     <div class="content">
-                                        <div class="user">oniontimes</div>
-                                        starred
-                                        <span class="repo">northwesternfintech/2025QuantInternships</span>
+                                        <div class="user">rewong03</div>
+                                        pushed 27 commits in
+                                        <span class="repo">northwesternfintech/desk-monorepo</span>
+                                    </div>
+                                </div>
+                                <div class="details">
+                                    <div>on branch <span class="code">main</span></div>
+                                    <div class="commit">
+                                        <div class="sha">#265ab05</div>
+                                        <div class="message">merge</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#0df69df</div>
+                                        <div class="message">Addressing comments</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#d0d84b1</div>
+                                        <div class="message">Merge branch 'rewong03/29-kraken-private-futures-client' into jpark/28-kraken-public-futures-api-client</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#d542476</div>
+                                        <div class="message">killed takerside, its orderside now</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#04ad064</div>
+                                        <div class="message">mypy and lint fixes</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#2c5928a</div>
+                                        <div class="message">changes req by rewong pt.2</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#e7389f4</div>
+                                        <div class="message">more testing, cleaning</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#77415dd</div>
+                                        <div class="message">more unit tests + batch functionality</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#7da4485</div>
+                                        <div class="message">changes requested by rewong</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#30508d2</div>
+                                        <div class="message">merge</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#93b3df9</div>
+                                        <div class="message">Merge branch 'rewong03/29-kraken-private-futures-client' into jpark/28-kraken-public-futures-api-client</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#9775ba2</div>
+                                        <div class="message">testing some functions</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#e54df41</div>
+                                        <div class="message">linted fixes</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#c5c65bd</div>
+                                        <div class="message">Merge branch 'main' of https://github.com/northwesternfintech/desk-monorepo into rewong03/29-kraken-private-futures-client</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#41c4daa</div>
+                                        <div class="message">implementations</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#5ae9149</div>
+                                        <div class="message">some more code, too tired to test rn</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#d57f14a</div>
+                                        <div class="message">Merge branch 'rewong03/29-kraken-private-futures-client' into jpark/28-kraken-public-futures-api-client</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#f4cd7ee</div>
+                                        <div class="message">Intiial change</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#3612b77</div>
+                                        <div class="message">starting client funcs</div>
+                                    </div>
+                                    <div class="commit">
+                                        <div class="sha">#00286e1</div>
+                                        <div class="message">scaffolding</div>
                                     </div>
                                 </div>
                             </section>
@@ -552,7 +632,7 @@
                                 <div class="title">
                                     <span class="prefix"></span>
                                     Maintainers
-                                    <span class="gh">ranked 40.4k out of 216m repositories</span>
+                                    <span class="gh">ranked 40.4k out of 210m repositories</span>
                                     <div class="value-wrapper">
                                         <div class="value">1274</div>
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@@ -601,7 +681,7 @@
                                 <div class="title">
                                     <span class="prefix"></span>
                                     Inspirers
-                                    <span class="gh">ranked 147k out of 216m repositories</span>
+                                    <span class="gh">ranked 147k out of 210m repositories</span>
                                     <div class="value-wrapper">
                                         <div class="value">89</div>
                                     </div>
@@ -613,7 +693,7 @@
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             </section>
             <footer>
-                <span>Last updated 30 Oct 2024, 05:13:11 (timezone America/Chicago) with lowlighter/metrics@3.34.0</span>
+                <span>Last updated 30 Oct 2024, 06:10:05 (timezone America/Chicago) with lowlighter/metrics@3.34.0</span>
             </footer>
         </div>
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