Carson

@TheMattBerman @openclaw @vishalojha_me @Meta ADD

I run my meta ads with @openclaw for $0/month 😱 here's the system that runs autonomously: step 1: daily health check → social-cli (major shoutout to @vishalojha_me) wraps @Meta's marketing API (token refresh, pagination, rate limits all handled) → am I on track? what's running? who's winning? who's bleeding? any fatigue? → the same 5 questions I asked Ads Manager every morning for 20 years step 2: catch dying ads before CPA spikes → @OpenClaw pulls daily frequency by ad → frequency > 3.5 = audience is cooked, CTR is about to drop → this one signal saves more money than any dashboard step 3: auto-pause bleeders + shift budget to winners → CPA > 2.5x target for 48hrs? auto-pause. no hesitation. → ranks every campaign by efficiency. recommends shifting spend. → last fri it paused an $87 CPA campaign at 3am and scaled my best performer 30% step 4: write new ad copy from your winners → agent analyzes what's working (hooks, angles, CTAs) → generates variations based on the patterns in YOUR top performers → copy modeled on what already converts in your account. step 5: upload ads directly to your account → new creative + copy → live in @Meta Ads Manager → no more downloading, formatting, clicking through the upload flow → agent handles the entire publish cycle step 6: content concepts + morning brief → spots patterns across winners and suggests what to test next → delivers everything to Telegram, Slack, wherever you want it → 90 seconds to read. reply "approved." done. input: your ad account + your target CPA output: an AI that monitors, kills, scales, writes, AND uploads your ads dozens of hours in ad manager → 1 text message I packaged the entire system as the Meta Ads Kit. 5 @OpenClaw skills: - meta-ads (daily checks + auto-pause) - ad-creative-monitor (fatigue detection) - budget-optimizer (efficiency scoring + shift recs) - ad-copy-generator (writes variations from your winners) - ad-upload (publishes creative directly to your account) giving it away free. comment ADS + like + follow (must follow so i can DM)

@AdamSchefter @nwagoner Goooooooood

49ers are investigating the viral conspiracy theory that the electrical substation near their training facility and Levi’s Stadium is contributing to their injuries. Story via @nwagoner: espn.com/nfl/story/_/id…

@tenobrus Literally just made a new account because of the in network/out of network Most of my followers on this account came from random shit in the past and nothing to do with what I currently do so I have 0 chance for growth if I don’t start over lmao

okay so: - exponential decay for repeated posts by the same author in ur feed, so if u post a lot only the top few posts are gonna show up in any given feed refresh - no simclustering, algo is pretty straightforward embedding matching of post features to account preference features. literally the only explicit factor here is a (presumably negative) score multiplier for accounts you don't follow. - there seems to be basically zero info on how any of the embeddings are calculated in this release. very sparse and sanitized overall, really just a design doc with some very light example code soooo really seems like the best way to "train your algorithm" here is to like, reply, quote tweet, share, and spend a long time looking at posts which you actually like and want to see more of. i uh... may need to rethink my twitter engagement patterns lmao

New account. Read through the X open source, much better off starting a new account because my growth was mega dead for awhile because I care about sports betting tech/Prediction markets, and the majority of my following was from "Money Twitter"/random other shit. starting over on here.

I will probably need to make a new acc tbh because this account was built on nocode/python slop and nothing productive will come out of actually trying to post shit I want to post But very glad they open sourced for the insights so I don’t shit post into the void anymore

@BayAreaTrev My life would be infinitely better if I stopped rooting for NorCal teams and started rooting for SoCal ones as someone who lives in LA

My life sucks

@TheSmingDynasty @DynastyNerds Stock 📉📉📉

17-112-2TDs Are we sure-sure Mark Fletcher can’t change his mind and declare for the 2026 NFL Draft? - the CFB calendar is stupid - also, sigh… @DynastyNerds

@jontweetssports Mark Fletcher jr also threw hands with an Indiana player

Mark Fletcher Jr. sought out Fernando Mendoza to congratulate him. Carson Beck walked off the field with his helmet on without shaking anyone's hand. And that's all I have to say about that.

@mattbegreatyt 😂😂😂

The Carson Beck disastrous interception is coming. You know it, I know it, and Miami’s coaching staff knows it

Bink ✅

@Trident_DFS Caught PP lacking on CJ Daniels, was 35.5 on Pinny/39.5 on PP now is at 37.5 on both

This is NO LONGER a good prop to take... Sometimes you beat CLV, sometimes you don't... Not something you can control. For those that already locked in the under, we ride 💪 If you didn't get it in yet, don't touch it.

@MrInd1ana I’d love the Hoosiers to put up 50

Not even Trent could stop this team. Hoosiers by 50.

Code “monster” for 30% off at monster.bet/odds-pro

CFB PrizePicks 6x Caught PrizePicks lackin on CJ Daniels under 39.5 when everywhere else was 35.5 to 37.5 (ss outdated) Shoutout Monster’s DFS screen for the value snipe 🤝

@ppahax_ @BigJer2299 @SheTalksFootbal @espn I don’t give a fuck about either so sounds about right

This is an example of microagression @espn.

@FDSportsbook +1900 holy fraudulent 💀

The most bet player to win Super Bowl MVP over the last 24 hours: 🐎 JARRETT STIDHAM (+1900) THE PUBLIC IS RIDING WITH STIDDY 😤

@martyNxtdoor @SheTalksFootbal @espn One player mid and gave his team a shot to win The other one played so bad that it would’ve been better to kneel kneel kneel punt for his team to try and win on defensive TDs

@carsoncantcode @SheTalksFootbal @espn That’s not the point. It’s not a struggle Olympics they BOTH played like shit but only one is being scrutinized

Rooting for infinite touchdowns > rooting for a team I have no interest in Indiana/Miami over 46.5 points 🔐 Looking forward to the CFP ship

Underdog 3 sport 100x Ladder Built with Monster’s Ladder optimizer 🫡

@BigJer2299 @SheTalksFootbal @espn Palestine and Ukraine flags in the big 2026

@carsoncantcode @SheTalksFootbal @espn Using “SJW” in the big 2026