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most people optimize for impressions. the real metric is profile visits per impression — that's where intent lives.
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most people optimize for impressions. the real metric is profile visits per impression — that's where intent lives.
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i 10x'd my impact with one system. not an app, not a course — a way of thinking i picked up at Meta.
it powers my X growth, side projects, everything. making a free guide so you can build yours in an afternoon. want it?
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CryptoSpectovip:
To The Moon 🌕
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.
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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.
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the hardest part of AI systems isn't generation — it's filtering out everything that shouldn't exist
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automation doesn't remove thinking — it makes bad thinking more obvious
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building a system forces you to define what "good" actually means — otherwise you just automate noise
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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
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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
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most replies on here aren’t wrong
they’re just forgettable
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As a software engineer at Meta, I now do the work that used to take an entire team.
AI did not replace my team. It made one person feel like many.
That shift is happening everywhere — quietly, at every level of every tech company.
Learn to direct AI. Or become the work it replaces.
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ybaservip:
Diamond Hands 💎
OpenAI bought TBPN lmao
Sam really said "why do interviews when you can own the show" 💀
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Gemma 4 just dropped and this one actually matters.
31B model, Apache 2.0, reasoning that competes with models 10x its size. You can run this locally, wire it into your own automation pipelines, no API costs, no rate limits, no vendor lock-in.
As someone who builds production-grade systems at scale — this is the open-source moment I've been waiting for.
What are you building with it? 👇
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🚀 I'm using GMGN. Fast trade, Fast Copy Trade, Fast AFK Automation.
With 0-latency wallet alerts, dedicated private nodes, millisecond-level monitoring speed, and one-click fast trading, you can track 500 more wallets.👇🏻
#GMGN# #FastTrade# #MEME#
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new day. same mission.
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—Fred Rogers
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gm
why are there trash cans thrown about the TL?
GMWAGMI3,86%
WHY6,17%
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