<div dir="ltr"><div dir="ltr"><div>Please use the reply-all next time to keep the conversation in the list.</div><div><br></div><div>300MB is a lot to bundle with an activity, when you say download once, you make it seem like that's an advantage</div><div>when it's not.</div><div>You should use Sugar, it doesn't seem like you have because of the data folder path you mentioned, I might</div><div>be wrong of course but it doesn't seem like you have.</div><div><br></div><div>The premise for checking issues like missing colons assumes the kids would only want to check for a particular</div><div>language, which is why particularly handling such issues doesn't seem like a great idea to me.</div><div>If you let the model handle such issues then that makes sense, not you writing checks for those cases.</div><div><br></div><div>You've mentioned testing if kids will need data between sessions, do you have kids to test this with?</div><div>I'd said what I said because if you need to save activity data, for instance saving a game state makes sense, <br></div><div>then save the data, if you don't need to save data then don't save the data.</div><div><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><div><div dir="ltr"><pre style="color:rgb(46,52,54);letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px"><span style="font-family:monospace,monospace">-- <br></span></pre><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><span></span><span></span>Ibiam Chihurumnaya <br></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><a href="mailto:ibiamchihurumnaya@gmail.com" style="color:rgb(42,118,198)" target="_blank">ibiamchihurumnaya@gmail.com</a><br></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><br></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><br></span></div></div></div></div></div></div><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Sat, Apr 5, 2025 at 11:01 AM Anurag Mishra <<a href="mailto:anuragmishra0521@gmail.com" target="_blank">anuragmishra0521@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div style="color:black;background-color:transparent;font-family:sans-serif"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:normal;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Thank you, Ibaim, for your feedback on my plan to add a debugger to Pippy using a language model. This is what I was looking for(detailed feedback). I’ve thought about your comments and want to explain how we’ll do this(In GSoc time), keeping it simple and useful for kids learning to code in Sugar. The points are mentioned below - </span></span></span></div><ol dir="ltr" start="1" style="background-color:transparent"><li style="margin-top:0px;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Offline Model and Bundling</span></span></span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">You asked if we’ll bundle the model with Pippy since it runs offline. We’re planning to use a model like </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">distilgpt2</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> that works without internet, but it’s about 300MB, which might be too big to include in Pippy’s file. Instead, we’ll download it once and save it in Pippy’s data folder (like </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">~/SugarLabs/Pippy/data</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">). This keeps Pippy small and works offline after setup. If that’s still too large, we’ll find a smaller model to include directly. We’ll test both ways to see what works best.</span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">API Option and Measuring Delay</span></span></span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">You asked how we’ll measure delay if the model is slow. If it takes too long on older devices, we’ll use an online API (like xAI’s) when internet is available. We’ll measure how many seconds it takes from clicking “Debug” to showing the answer. If it’s more than 2 seconds, we’ll try the API instead, but only if online. We’ll check this on real Sugar hardware to get it right.</span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Finding Errors</span></span></span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">You mentioned using </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">exec()</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> in a safe way or </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">ast</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> for checking code, and asked if we’ll use </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">exec()</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> since Pippy already runs code. We’ll stick with Pippy’s current way—running code in a separate process—because it’s safe and matches the “Run!” button. We won’t use </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">exec()</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> yet to avoid risks, but we’ll add </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">ast</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> to spot simple mistakes (like missing colons) before running. This helps give kids better hints.</span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Helping Kids Learn</span></span></span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">You pointed out the debugger should guide kids, not just fix things for me. I agree! The language model will ask easy questions like “What does this line do?” or “Did you mean to add something?” to help them think. For example, if they forget a colon, it might say: “What’s this loop for? I see a mistake—maybe it needs a colon?” We’ll keep it friendly and clear for kids.</span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Common Mistakes</span></span></span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">You asked if we’ll handle specific beginner errors. Yes, we’ll focus on things like missing colons, wrong spacing, or using words not defined. We’ll check these with </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">ast</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> or error messages and give simple tips, like “Did you forget a colon?” or “Does everything line up?”</span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Words We Use</span></span></span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">You said to keep terms simple but include real ones too. We’ll start with easy words—like “mistake” instead of “error”—then add the real term gently. For example: “There’s a mistake called a ‘SyntaxError’. What should this do?” This teaches kids without confusing them.</span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Saving Answers</span></span></span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">You asked if we’ll use </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">sugar-datastore</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> for storing answers. We’ll first save common hints (like for missing colons) in memory while Pippy’s open, so it’s fast. If it helps to keep them longer, like for school use, we’ll save them in </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">sugar-datastore</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> between sessions. We’ll test if kids need this.</span></span></div></li></ol><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:normal;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">I'll be working hard to make this good for kids and Sugar. It’ll work offline, run fast, stay safe, and help kids learn by asking questions. Please let me know if I should change anything or focus on something specific next.</span></span></span></div><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:normal;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Thanks again,</span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Anurag</span></span></span></div></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Fri, Apr 4, 2025 at 10:38 PM Chihurumnaya Ibiam <<a href="mailto:ibiamchihurumnaya@gmail.com" target="_blank">ibiamchihurumnaya@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div>I couldn't look at it properly at the time, that's why I sent that.</div><div><br></div><div>I just noticed you used the Music Blocks logo, I'm wondering why.</div><div>If you want to use a Logo, at least use just the Sugar Labs logo as this</div><div>project isn't for Music Blocks.</div><div><br></div><div><b>"<span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap" id="m_5007896215453496359m_1348121415118092579m_712910139816266950gmail-docs-internal-guid-4880b99f-7fff-ce3c-19aa-bfae80954740">suitable for youth"</span></b></div><div><div>We want the responses to be suitable for kids.</div><div><p dir="ltr" style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation"><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation"><b><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Task</span><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">: Install the Sugar desktop environment and fork the Pippy repository from Sugar Labs’ GitHub.</span></b></p><div>This is stating the obvious, which is why the project idea mentions it.</div><div><br></div><div>You've also said the model you intend to use runs offline, does that mean you intend to bundle it</div><div>with the activity?</div><div>You've mentioned integrating an API based approach if local performance lags, how do you intend</div><div>to measure this lag?</div><div><b><br></b></div><div><b><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap" id="m_5007896215453496359m_1348121415118092579m_712910139816266950gmail-docs-internal-guid-8b70378f-7fff-c5ca-834a-1f76ba2791a7">Error Detection</span><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">: Run the code through Python’s </span><span style="font-size:10pt;font-family:"Courier New",monospace;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">exec()</span><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> in a sandboxed environment, capturing errors via </span><span style="font-size:10pt;font-family:"Courier New",monospace;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">traceback</span><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">. For static analysis, parse the code with the </span><span style="font-size:10pt;font-family:"Courier New",monospace;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">ast</span><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> module to identify potential issues (e.g., undefined variables, infinite loops, or logic errors)</span></b></div><div><br></div><div>Pippy can execute code, do you intend to still use exec in a sandbox?</div><div><b><br></b></div><div><b>"<span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap" id="m_5007896215453496359m_1348121415118092579m_712910139816266950gmail-docs-internal-guid-9f50d33b-7fff-b3a6-9516-9728a6672d84">Use the LLM to ask leading questions"</span></b></div><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">If I understand correctly, in the context this was used, this seems like you're </p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">thinking about how you'd use the debugger, not how a child would use the debugger,</p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">remember it's supposed to guide the child.</p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation"><b></b></p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation"><b><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap" id="m_5007896215453496359m_1348121415118092579m_712910139816266950gmail-docs-internal-guid-ad51d9da-7fff-eefe-7cb8-e7b0bfc78ebb">Handle common beginner errors:</span></b></p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">The things you've listed in the above section seem like cases you intend to particular </p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">implement in the debugger, is that the case?</p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation"><b><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap" id="m_5007896215453496359m_1348121415118092579m_712910139816266950gmail-docs-internal-guid-000ec660-7fff-1701-e59c-f5bed891f08d">Avoid technical terms (e.g., say “mix-up” instead of “exception”)</span></b></p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">I agree about using simpler terms, but I don't think the necessary terms should be avoided,</p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">I think they should be stated where they need to be stated, of course something else can be</p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">used in its place, but they should be stated.</p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation"><b><span style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap" id="m_5007896215453496359m_1348121415118092579m_712910139816266950gmail-docs-internal-guid-f7019f50-7fff-b3f9-497c-386e79218f3e">Cache frequent error responses (e.g., missing colons) in a local dictionary to reduce LLM calls.</span></b></p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">We usually use sugar-datastore to store data that's needed by an activity, this data doesn't persist across activity</p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">instances except you want it to, is that what you're thinking about here?</p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation"><br></p><p style="line-height:1.32186;margin-top:0pt;margin-bottom:15pt;white-space:pre-wrap" role="presentation">Hope this helps!</p></div><br></div><div><div dir="ltr" class="gmail_signature"><div dir="ltr"><div><div dir="ltr"><pre style="color:rgb(46,52,54);letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px"><span style="font-family:monospace,monospace">-- <br></span></pre><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><span></span><span></span>Ibiam Chihurumnaya <br></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><a href="mailto:ibiamchihurumnaya@gmail.com" style="color:rgb(42,118,198)" target="_blank">ibiamchihurumnaya@gmail.com</a><br></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><br></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><br></span></div></div></div></div></div></div><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Thu, Apr 3, 2025 at 7:35 PM Anurag Mishra <<a href="mailto:anuragmishra0521@gmail.com" target="_blank">anuragmishra0521@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><p dir="ltr">Is that all the feedback you have for me? I’ve removed that section to keep the focus on my contributions rather than personal details.</p>
<p dir="ltr">I appreciate your insights! Could you share any other areas where I can further improve?<br>
Regards <br>
Anurag Mishra </p>
<br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Thu, Apr 3, 2025, 9:09 PM Chihurumnaya Ibiam <<a href="mailto:ibiamchihurumnaya@gmail.com" target="_blank">ibiamchihurumnaya@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div><p dir="ltr" style="line-height:1.32186;margin:22.3528pt 14.3557pt 0pt 0.816002pt;text-indent:0.612pt" id="m_5007896215453496359m_1348121415118092579m_712910139816266950m_-6669685152220076251m_2865301746350761678gmail-docs-internal-guid-c90885a3-7fff-5396-a0d9-c6407f1b390e"><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Programming Languages: </span><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">JavaScript, TypeScript, C++, Python, C, Java </span><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Libraries/Frameworks: </span><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">React, Sass, BootStrap, TailwindCSS, Node.js, ExpressJs, Django, NextJs, Rust</span></p><p dir="ltr" style="line-height:1.2;margin-left:1.404pt;margin-top:0.646011pt;margin-bottom:0pt"><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Databases: </span><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">MongoDB, PostgreSQL</span></p><p dir="ltr" style="line-height:1.32186;margin:0pt 44.2797pt 0pt 0.792pt;padding:0pt 0pt 0pt 0.348pt"><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Tools/Platforms: </span><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Git, GitHub, Vercel, AWS, VS Code, Postman, Docker, MATLAB</span></p><p dir="ltr" style="line-height:1.32186;margin:0pt 44.2797pt 0pt 0.792pt;padding:0pt 0pt 0pt 0.348pt"><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="line-height:1.32186;margin:0pt 44.2797pt 0pt 0.792pt;padding:0pt 0pt 0pt 0.348pt"><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">This section has little to do with the project, I don't see why it's there tbh.</span></p><p dir="ltr" style="line-height:1.32186;margin:0pt 44.2797pt 0pt 0.792pt;padding:0pt 0pt 0pt 0.348pt"><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="line-height:1.32186;margin:0pt 44.2797pt 0pt 0.792pt;padding:0pt 0pt 0pt 0.348pt"><span style="font-size:12pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span></p><br></div><div><div dir="ltr" class="gmail_signature"><div dir="ltr"><div><div dir="ltr"><pre style="color:rgb(46,52,54);letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px"><span style="font-family:monospace,monospace">-- <br></span></pre><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><span></span><span></span>Ibiam Chihurumnaya <br></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><a href="mailto:ibiamchihurumnaya@gmail.com" style="color:rgb(42,118,198)" rel="noreferrer" target="_blank">ibiamchihurumnaya@gmail.com</a><br></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><br></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"></span></div><div style="color:rgb(46,52,54);font-size:14.6667px;font-style:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;width:71ch"><span style="font-family:monospace,monospace"><br></span></div></div></div></div></div></div><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Wed, Apr 2, 2025 at 7:31 PM Anurag Mishra <<a href="mailto:anuragmishra0521@gmail.com" rel="noreferrer" target="_blank">anuragmishra0521@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div style="color:black;background-color:transparent;font-family:sans-serif"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:normal;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Dear Sugar Labs Community,  </span></span></span></div><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:normal;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Thank you for the opportunity to refine my Pippy Debugger proposal! Based on feedback about enhancing the UX and expanding the debugging scope, I’ve made some exciting updates. Here’s what’s changed:  </span></span></span></div><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-weight:700;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">1. Enhanced UX for the Debugger Panel</span></span></span></div><ul dir="ltr" style="background-color:transparent"><li style="margin-top:0px;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Original</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: A basic side panel with LLM suggestions.  </span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Updated</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: The “Debug with Helper” button now opens a dynamic side panel that:  </span></span></div><ul style="background-color:transparent"><li style="margin-top:0px;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Highlights the error line (e.g., </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">for i in range(3)</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> missing a colon).  </span></span></div></li><li style="margin-top:0.4em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Shows a chat-style LLM tip (e.g., “Oops! Your </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">for</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> needs a </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">:</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">—can you spot it?”).  </span></span></div></li><li style="margin-top:0.4em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Offers interactive buttons: “Hint,” “Example,” and “Tell Me More” for deeper guidance.  </span></span></div></li><li style="margin-top:0.4em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Updates as the user revises code, styled in Sugar’s bright, kid-friendly aesthetic.</span></span></div></li></ul></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Why</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: This makes debugging engaging and intuitive, letting kids explore at their pace. I’ve attached a mockup (Pippy_Debugger_Mockup.png) to visualize it!</span></span></div></li></ul><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-weight:700;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">2. Broader Debugging Scope: Flow and Logic</span></span></span></div><ul dir="ltr" style="background-color:transparent"><li style="margin-top:0px;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Original</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: Focused mainly on syntax errors.  </span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Updated</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: Now handles program flow and logic too:  </span></span></div><ul style="background-color:transparent"><li style="margin-top:0px;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Uses </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">ast</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> to spot flow issues (e.g., infinite loops: “This </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">while</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> never stops—how can we end it?”).  </span></span></div></li><li style="margin-top:0.4em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Probes logic errors (e.g., “You wanted 10, but it prints 5—check </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">range(5)</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">!”).  </span></span></div></li><li style="margin-top:0.4em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Combines code and output for context-aware tips.</span></span></div></li></ul></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Why</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: Beginners struggle with more than syntax, so this ensures well-rounded support.</span></span></div></li></ul><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-weight:700;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">3. Teaching Debugging Strategies</span></span></span></div><ul dir="ltr" style="background-color:transparent"><li style="margin-top:0px;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Original</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: Gave hints but didn’t teach methods.  </span></span></div></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Updated</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: The LLM now suggests techniques:  </span></span></div><ul style="background-color:transparent"><li style="margin-top:0px;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">“Try </span></span><span style="background-color:transparent;font-family:monospace;font-size:10pt;min-width:0px;text-align:inherit;border-radius:4px;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;font-size:10pt;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">print(i)</span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"> here to see what’s happening!”  </span></span></div></li><li style="margin-top:0.4em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">“Test just the loop—comment out the rest.”  </span></span></div></li><li style="margin-top:0.4em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">“What did you expect? Let’s check!”  </span></span></div></li><li style="margin-top:0.4em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Progressive hints escalate from vague to specific.</span></span></div></li></ul></li><li style="margin-top:0.8em;background-color:transparent"><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:20px;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;font-weight:700;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Why</span></span></span></span><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">: This builds debugging skills, not just fixes, aligning with Sugar’s educational goals.</span></span></div></li></ul><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:normal;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">These updates make the debugger a true learning companion. I’d still love your thoughts on the panel’s usability, the flow/logic approach, and strategy guidance. Updated draft is attached/linked: <a href="https://docs.google.com/document/d/1kDaOTUjNIghWLVJUuLWUtLNLC9XB3hWYoDoOO_kWGV4/edit?tab=t.0#heading=h.7ajmtdnyhjmz" rel="noreferrer" target="_blank">https://docs.google.com/document/d/1kDaOTUjNIghWLVJUuLWUtLNLC9XB3hWYoDoOO_kWGV4/edit?tab=t.0#heading=h.7ajmtdnyhjmz</a>. I’ll hop on #sugar IRC soon to chat more. Thanks again!  

</span></span></span></div><div dir="ltr" style="background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;font-size-adjust:none;font-kerning:auto;font-feature-settings:normal;font-stretch:normal;font-size:15px;line-height:normal;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;list-style:none;margin:0px;padding:0px"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Best,</span></span><br style="background-color:transparent"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit"><span style="background-color:transparent;min-width:0px;text-align:inherit;border:0px solid black;box-sizing:border-box;display:inline;font-style:inherit;font-variant:inherit;font-weight:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-size-adjust:inherit;font-kerning:inherit;font-feature-settings:inherit;list-style:none;margin:0px;padding:0px;white-space:inherit">Anurag Mishra </span></span></span></div></div></div>
_______________________________________________<br>
Sugar-devel mailing list<br>
<a href="mailto:Sugar-devel@lists.sugarlabs.org" rel="noreferrer" target="_blank">Sugar-devel@lists.sugarlabs.org</a><br>
<a href="http://lists.sugarlabs.org/listinfo/sugar-devel" rel="noreferrer noreferrer" target="_blank">http://lists.sugarlabs.org/listinfo/sugar-devel</a><br>
</blockquote></div>
</blockquote></div>
</blockquote></div>
</blockquote></div>
</blockquote></div>
</div>