The latest articles on DEV Community by charlii L (@charlii_l_4ca50b635e166ac). https://dev.to/charlii_l_4ca50b635e166ac https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4143271%2F2228a52c-6667-4fed-9fbf-2d5ec8547d4f.png https://dev.to/charlii_l_4ca50b635e166ac en charlii L Fri, 25 Sep 2026 16:40:54 +0000 https://dev.to/charlii_l_4ca50b635e166ac/i-built-a-one-image-workflow-for-brick-model-build-steps-3m1n https://dev.to/charlii_l_4ca50b635e166ac/i-built-a-one-image-workflow-for-brick-model-build-steps-3m1n <p>I built a one-image workflow for brick model build steps.</p> <p>The interesting constraint is that the input is only one image.</p> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwh8mqdq5q4yh05vivphw.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwh8mqdq5q4yh05vivphw.png" alt="BrickGPT visual build steps from a finished brick model photo" width="800" height="450"></a></p> <p>That makes the product different from CAD tools or manual instruction builders. It is not trying to recover a perfect hidden part list from a photo. Instead, it creates a visual explanation layer that is useful for demos, launch pages, product listings, and creator posts.</p> <h2> Workflow </h2> <ol> <li>Start with one clear finished model photo or render.</li> <li>Generate a staged build-steps board.</li> <li>Review whether the sequence is readable.</li> <li>Render a short front-view assembly video from the same source workflow.</li> </ol> <p>The current public examples are here:</p> <p><a href="https://brickgpt.online/examples" rel="noopener noreferrer">https://brickgpt.online/examples</a></p> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flifea8xcsvahx0fpus4i.jpg" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flifea8xcsvahx0fpus4i.jpg" alt="Example source image for a brick build workflow" width="800" height="800"></a></p> <h2> What Makes A Good Input </h2> <p>The best input image is not always the prettiest image. It is the image with the clearest structure.</p> <p>Good inputs usually have:</p> <ul> <li>a centered subject,</li> <li>stable lighting,</li> <li>visible model edges,</li> <li>a quiet background,</li> <li>and a front or slight three-quarter camera angle.</li> </ul> <p>Bad inputs include cluttered desk photos, strong reflections, hands blocking the model, and images where the model is too small in the frame.</p> <h2> Why This Exists </h2> <p>A lot of brick model content shows only the finished object. That is fine for visual inspiration, but it does not explain the build.</p> <p>The steps board gives the viewer an intermediate explanation. The short video makes that explanation easier to share.</p> <p>This is especially useful when the goal is not engineering precision, but communication.</p> <h2> Clear Limits </h2> <p>BrickGPT is independent and not affiliated with LEGO.</p> <p>It should not be used as official replacement documentation. It also does not claim to create CAD-accurate instructions from a single photo.</p> <p>The intended use case is presentation: one finished model image becomes a clearer build story.</p> <p>Project link:</p> <p><a href="https://brickgpt.online/blog/photo-to-bricks-guide?utm_source=devto&amp;utm_medium=article&amp;utm_campaign=seo_geo_listing" rel="noopener noreferrer">https://brickgpt.online/blog/photo-to-bricks-guide?utm_source=devto&amp;utm_medium=article&amp;utm_campaign=seo_geo_listing</a></p> <p>Feedback I am looking for:</p> <ul> <li>Does the board make the build progression understandable?</li> <li>Would the short video help on a product page?</li> <li>What kind of input image would you test first?</li> </ul> showdev