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⚡ AI Lessons

Dev.to · Joe Lin
🌐 Frontend Engineering
3d ago
Subtitle Timecode Fixer & Format Converter: What a Millisecond Offset Really Changes
The most annoying subtitle bug is often a consistent one: every line is early by the same amount....

Dev.to · Joe Lin
🌐 Frontend Engineering
3w ago
Why transparent PNGs turn white when you convert them to JPG in the browser
I thought an image format converter would be mostly plumbing: load a file, pick a MIME type, download...

Dev.to · Joe Lin
🌐 Frontend Engineering
3w ago
Why a precise image color picker needs two canvases (one to read pixels, one to draw the loupe)
A while back I thought an image color picker would be a tiny weekend feature: upload an image, hover...

Dev.to · Joe Lin
🌐 Frontend Engineering
3w ago
Counting text is harder than it looks (especially once Chinese and emoji show up)
I used to think a word counter was the most boring tool imaginable. Split on spaces, maybe trim a...

Dev.to · Joe Lin
🌐 Frontend Engineering
3w ago
The hard part of an image cropper is keeping two coordinate systems from drifting apart
The first time I built an image cropper, I assumed the interesting part would be canvas.drawImage()....

Dev.to · Joe Lin
🌐 Frontend Engineering
4w ago
East Asian nominal age isn't just age + 1 (the real boundary is Lunar New Year)
I thought an age/zodiac calculator would be mostly date arithmetic until I got to East Asian nominal...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
Random pairing gets surprisingly tricky once you try to avoid repeats
I thought a "random pairing" tool would be a half-hour job. Shuffle a list, take names two at a time,...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
Why pasted text keeps breaking search and formatting (and the regexes I ended up using to clean it)
I kept running into a boring problem that was harder to debug than it should have been: text that...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
The hard part of batch date conversion isn't formatting — it's deciding what `01/02/2024` means
I used to think a bulk date converter was basically a dropdown wrapped around a date library. Paste a...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
The fastest part of this fuzzy duplicate finder is the comparison it never does
A while back I needed the annoying middle ground between exact dedupe and "just ask an AI." Not...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
I thought masking PII for AI prompts was a regex problem — the restore step was the real design constraint
A while back I kept running into the same slightly awkward workflow: I wanted an AI model to help...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
A batch file renamer looks simple until you have to decide what counts as “the filename”
I thought a browser-based batch renamer would be one of those pleasantly boring tools: pick some...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
The higher-paying offer can still lose — the exact assumptions in my job-offer comparator
A while back I noticed that most "which offer is better?" spreadsheets all make the same quiet...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
A debt snowball vs avalanche slider sounds obvious — until you try to define 50/50 in code
Most debt payoff calculators make you choose a camp: snowball if you want motivation, avalanche if...

Dev.to · Joe Lin
🌐 Frontend Engineering
1mo ago
Why “0% installments” and loans shouldn’t share the same formula (I only really got it after building a comparator)
A checkout page can make wildly different payment methods feel oddly similar. Cash, card...

Dev.to · Joe Lin
🌐 Frontend Engineering
⚡ AI Lesson
1mo ago
Turns out "fancy Instagram fonts" are just Unicode — here's how I built a generator for it
A while back someone half-jokingly asked if I could make a tool that turns "hello" into "𝓱𝓮𝓵𝓵𝓸" for...
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