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⚡ AI Lessons

Dev.to · Bonzai2Carn
⚡ AI Lesson
2w ago
The Three-Tier PDF Extraction Model: Demystifying PDF.js
TLDR: Every manufactured PDF (not scanned) has three fidelity levels available to a browser-side...

Dev.to · Bonzai2Carn
⚡ AI Lesson
2w ago
Why Web Workers Swallow Your Stacktraces (And How to Write Specs to Fix It)
TLDR: A spec that says "the function checks r.bbox.x < pageWidth / 2" without saying where...

Dev.to · Bonzai2Carn
🖌️ UI/UX Design
⚡ AI Lesson
2w ago
Web Components vs. Iframes: A Hard Lesson in DOM Isolation Barriers
TLDR A custom element that fetched a canonical app's HTML and swapped...

Dev.to · Bonzai2Carn
🖌️ UI/UX Design
⚡ AI Lesson
3w ago
Debugging Mobile Drag & CSS Specificity in a Real-Time PDF Diff Tool
TLDR: Three UI problems, three different root causes. The column detection fix was algorithmic. The...

Dev.to · Bonzai2Carn
🖌️ UI/UX Design
⚡ AI Lesson
4w ago
Under the Hood: Drag, Touch, and CSS Cascade in a Real Diff UI
TLDR: Three interconnected UI problems reveal how layout-aware drag detection, unified touch/mouse...

Dev.to · Bonzai2Carn
⚡ AI Lesson
1mo ago
Stop Parsing PDFs at Render Time: A Better Architecture for Structured Extraction
TLDR: The reason most frontend PDF extraction is wrong is that developers try to infer document...

Dev.to · Bonzai2Carn
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Cleaning Broken HTML Tables from PDFs, Scrapes, and Legacy Exports in Vanilla JS
HTML tables are liars. If you haven't worked deeply with HTML tables, you might think a table is...
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