Crypt

built an AI twitter scanner in about an hour today.
it searches X every 15 minutes for AI tools, repos, and tutorials. classifies each tweet, scores it 1-10, and surfaces the best ones on a live dashboard.
tomorrow morning I'll have a curated feed of the most valuable AI content from today — without scrolling once.

built an AI twitter scanner in about an hour today.
it searches X every 15 minutes for AI tools, repos, and tutorials. classifies each tweet, scores it 1-10, and surfaces the best ones on a live dashboard.
tomorrow morning I'll have a curated feed of the most valuable AI content from today — without scrolling once.

Witnessing the adoption of AI amongst 70k highly effective individuals ie Meta - has been wild. This transformation in the industry is a great time to be at this company just for the opportunity to use tools/workflows built on top of AI.
A huge unlock has happened where anyone with some motivation to build can now build their own software tool. This is also a new problem. The amount of custom tools that are indeed valuable for the creators but not so much for the rest of us is crazy.

rewrote my bio today. the old one was lame — sounded like everyone else.
the new one says exactly what I do in two lines.
if someone lands on your profile and can't tell why they should follow in 3 seconds, the bio is the problem. not the content.

had a realization this morning while reviewing my numbers.
the bot, the site, the second brain, the content — I kept thinking of them as separate projects.
they're not. the second brain surfaces signals. I act on them. the results show up publicly. that IS the brand.

every morning I sit down and my system tells me what to do next.
today it said: your account has a fingerprint problem (same opener 3 ways), your bio is too vague, and you're replying to pump tweets that don't match your brand.
fi

Senior engineer at Meta by day. Built tonight with AI in a single session — full site, live database, interactive wall, custom domain.
I'm building tools to superpower you and giving it all away for free. No courses. No paywalls. Just badass stuff from someone who actually builds.
Hit the wall on the site and drop a tool idea you wish existed. I might just build it.
😎

most people optimize for impressions. the real metric is profile visits per impression — that's where intent lives.

most people optimize for impressions. the real metric is profile visits per impression — that's where intent lives.

i have notes in google drive, bookmarks everywhere, half-finished ideas in 4 apps. tried notion, tried apple notes, tried just remembering things. nothing stuck.

ran my reply system overnight. 200+ replies. the ones that got engagement all had one thing in common — they said something specific. generic takes get impressions. specific takes get profile clicks.

the hardest part of AI systems isn't generation — it's filtering out everything that shouldn't exist

automation doesn't remove thinking — it makes bad thinking more obvious

building a system forces you to define what "good" actually means — otherwise you just automate noise

most people use twitter manually
i’m running it as a system
- finds high-signal tweets
- responds in real time
- filters noise
running this 24/7 to understand how attention actually works
sharing what i learn as it happens

most people use twitter manually
i’m turning it into a system
- finds high-signal tweets
- responds in real time
- filters low-quality output
still early, but already seeing how much quality > volume

most replies on here aren’t wrong
they’re just forgettable