Learning fast. Building things. Figuring it out as I go. Oh and yeah, Iโm a frontend developer.
Joined December 2025
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shipped MetaBlog ๐
built this blogging platform with React, Tailwind, and Firebase. shoutout to my mentor for reviewing the code.
๐ Live: tobedevs.github.io/My-Blog-Wโฆ
๐ป Repo: github.com/tobedevs/My-Blog-โฆ
let me know what you think! ๐
Isaac๐ฆ๐จโ๐ป retweeted
As a web3 guru
Bro anything like word of advice or encouragement for beginner ?๐
Isaac๐ฆ๐จโ๐ป retweeted
Monday again ๐จโ๐ป
Today's system design lesson: Don't store what you can calculate. ๐ก
In React, derive values like cart totals from existing state instead of maintaining separate state for them.
Less state means fewer synchronization bugs and cleaner code. ๐จโ๐ป
#ReactJS #SystemDesign #webdev
Isaac๐ฆ๐จโ๐ป retweeted
itโs not just highly intelligent people, it applies to everyone. itโs almost like an act you master over time and i say this because even though i love sleeping a lot for certain reasons like work, i sometimes end up sleeping just 4 hours a day, 6 days a week.
Today's system design lesson: Don't store what you can calculate. ๐ก
In React, derive values like cart totals from existing state instead of maintaining separate state for them.
Less state means fewer synchronization bugs and cleaner code. ๐จโ๐ป
#ReactJS #SystemDesign #webdev
Isaac๐ฆ๐จโ๐ป retweeted
Prompt caching reuses work on a matching input prefix, not a saved answer
Same instructions and docs, new question, newly generated response
Stable content first, changing input later
Cache rules vary by provider and model, a hit is not guaranteed
๐ค Made with AI
ALT Chalkboard showing two requests with the same stable instructions and docs, different questions A and B, and separate new answers, a cache arrow points to the second requestโs stable prefix, with captions Not a saved answer and Cache rules vary by provider / model
Isaac๐ฆ๐จโ๐ป retweeted
Still learning on Sunday ๐โ๏ธ
Today's code review lesson: Never assume your Firebase data is always perfect. ๐
Check how your code handles missing, invalid or unexpected data.
Especially with AI-generated code, don't just check if it works. Test how it handles real-world situations. ๐จโ๐ป
#webdev #CodeReview
