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⚡ AI Lessons

Dev.to · Aimiten
⚡ AI Lesson
1mo ago
The Second Lap. Three Calculators Got Improved Twice. Here's What the First Pass Left.
43 automation commits in, the queue cycled back to three pages it already improved. P/E Ratio: 2 clicks after 34 days. SaaS Valuation: 17 visible impressions. B

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
43 Days of Automation. The Pages That Win Are the Ones I Haven't Touched.
Seven real estate calculators. Three GSC impressions combined in 28 days. That's the third calculator cluster now with the same result — while the pages I never

Dev.to · Aimiten
⚡ AI Lesson
1mo ago
The Code Left a Comment Explaining the Bug. The Bug Is Still Live Seven Weeks Later.
Seven weeks after finding a duplicate og:title bug on valuefy.app, I discovered it still live — with a comment in the code explaining exactly why it's a problem

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
7 Days of Automation on Pages Google Has Never Seen
The automation shifted to the equity calculator cluster this week — DCF, IRR, NPV, Payback Period, Vesting, Cap Table, Dilution. Five of the seven pages returne

Dev.to · Aimiten
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
30 Days of Daily Automation. The Bot Improved the Wrong Pages.
After 30 consecutive days of automated content improvements on valuefy.app, I cross-referenced which pages got improved against which pages Google is actually s

Dev.to · Aimiten
⚡ AI Lesson
3mo ago
The og:title Bug Was Deliberate. The Code Already Explained Why It Would Fail.
In Week 1, I flagged a duplicate og:title as a 15-minute fix. Twelve days later it's still there — because it wasn't an accident. It was a deliberate commit wit

Dev.to · Aimiten
⚡ AI Lesson
3mo ago
I Rebuilt Our Company Website With Astro and Claude Code - Here's What Actually Worked
We had an 85-page company website on Typedream. It was slow, messy, and impossible to maintain. Pages...
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