<p>I build a tool that turns text prompts into wall art you can actually hang — canvas prints, posters, 4×6 ft tapestries. The generation part is the easy part. The part nobody
<p>Storage fan-out changes the moderation answer: a customer-support photo may be retained as an original, normalized into another representation, sent through OCR, and cached
<p>An avatar pipeline fails operationally when it treats a generated URL as identity. <strong>TL;DR:</strong> in an Express service, upload the original once, resize from the
<p>Bottom line: for a beginner SaaS, put originals in object storage and have a backend worker write each thumbnail as a separate object with a deterministic key; don't make edge
<p>Short answer: re-encode the upload before it becomes public, then parse the resulting bytes and fail the publish job if GPS EXIF is still present. In a game community, that
<p>If the job is to watermark 30,000 documents before an external-sharing window closes, use the cheapest operation that still produces a correct page: draw the mark onto an
<p>For a fintech service that turns uploaded campaign artwork into several aspect ratios, inspect the image header during upload, reject dimensions and declared input size before
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