Sabitlenmiş Tweet
Reef
82.6K posts
😩
Legendary@Legendaryy
Your Claude subscription is massively subsidized and it won't last forever. A $20/mo Pro plan burns through ~$180/mo in API-equivalent tokens. Heavy Max users hit $5K/mo on a $200 plan. Actual compute cost is roughly 10% of API pricing. Venture capital covers the rest. Anthropic just 2x'd Claude Code limits for "Spring Break'" during off hours. Enjoy it while it's here. At some point the math has to math. Clip from the @modernmarket_
ART
Reef retweetledi
Today, we’re releasing a feature that allows Claude to control your computer: Mouse, keyboard, and screen, giving it the ability to use any app.
I believe this is especially useful if used with Dispatch, which allows you to remotely control Claude on your computer while you’re away.
English
I built 10 Claude Code skills for Meta Ads
They're free. Here's what they do: 👇
Operations:
bleed-check: finds ad sets burning cash with zero conversions, pauses them
rebalance: shifts budget from losers to winners automatically
fatigue-scan: catches creative fatigue before your CPMs spike
weekly-report: pulls KPIs, compares WoW, sends to Slack
Creative & Intelligence:
spy: scrapes competitor ads from the Ad Library, diffs weekly
bulk-creative: generates 50–500 ad variations, renders to PNG
hooks: writes 50+ copy variations using PAS, AIDA, BAB frameworks
deploy-ads: reads a manifest, creates campaigns via API in minutes
Setup & Architecture:
setup-capi: generates production-ready Conversions API code
audience-audit: finds overlap, maps funnel stages, fixes exclusions
How to use them:
Drop the .md files into .claude/commands/
Set your Meta access token
Type /bleed-check, /spy, /hooks — it just runs
~25 hours/week of manual work → automated.
No complex setup. No code to write.
Just slash commands.
Full skill files + setup guide in the article.
Comment "CLAUDE" and I'll share the link
(must be following!)
English
I've created a full guide on how to automate 14 sales tasks
Covered from lead capture and follow-ups to proposals, CRM updates, sales training, forecasting, and more
All these will save you so many hrs/mo
Like + Comment "AUTOMATE" and I'll DM you the guide
English
Reef retweetledi
This is WILD.
Peter Thiel just bet $2 billion on a collar that wraps around a cow’s neck.
The company is called Halter and it has a proprietary algorithm that runs the entire operation.
They actually trademarked the name for it and called it the Cowgorithm and here's how it works.
A farmer opens an app, taps a button, and 600,000 cows across three countries start walking toward the milking station on their own.
No farm dogs, fences or physical labor, it's just a solar-powered GPS collar sending sound and vibration cues to each animal.
The collar does more than move cows around.
It monitors digestion, fertility cycles, and health patterns in real time, 24 hours a day, using machine learning trained on the behavior of hundreds of thousands of animals.
Halter was founded by a rocket engineer who built spacecraft at Rocket Lab before deciding that farming was the bigger unsolved problem.
US ranchers alone have already used the technology to build over 11,000 miles of virtual fencing, roughly the full perimeter of the continental United States, saving an estimated $220 million in physical fencing costs.
Halter's previous funding round valued the company at $1 billion.
This new round, led by Thiel's Founders Fund, doubles that valuation to $2 billion before the new money even hits the account.
And they charge farmers between $5 and $8 per animal per month on a subscription model, meaning the more cows they collar, the more locked-in the revenue becomes.
The most powerful venture capitalist on earth just decided that the future of food and farming runs through an algorithm named after a cow.
He might be right.
Bloomberg@business
Peter Thiel’s Founders Fund is backing a company bringing AI to cow herding at a $2 billion valuation bloomberg.com/news/articles/…
English
I run my google ads with @openclaw for $0/month 😱
here's the system that runs autonomously:
step 1: map what you're actually spending
→ agent pulls every keyword from your @GoogleAds account
→ classifies intent: buyers, researchers, comparison shoppers, freebie hunters
→ tells you if overspending on clicks or if you're buying the wrong ones
step 2: kill waste before it compounds
→ @OpenClaw flags keywords burning budget with NO buying intent
→ specific negatives that won't kill your good traffic by accident
→ one account: 23% of spend on research queries. zero conversions. gone.
step 3: separate winners from losers
→ buyers and researchers in the same ad group = bids optimizing against trash
→ agent shows you exactly which ad groups to break up
→ clean signal in, clean decisions out
step 4: write ads from real buyer language
→ agent reads what your converting searchers actually type
→ generates RSAs from their words,
→ not templates. not Google's auto-AI. patterns from YOUR winners
step 5: apply with instant undo
→ every change is a draft. dry run. confirm. done.
→ negatives, pauses, budget shifts w/ full audit trail
→ nothing hits your account without you saying yes
step 6: morning brief + memory that compounds
→ /google-ads daily = what matters today. 90 seconds. → bleeding campaigns, wasted spend, what's ready to scale
→ week 4 catches what week 1 missed. it doesn't forget
input: your google ads account + your target CPA
output: an AI that kills waste, writes ads, shifts budget, and learns what works
agencies charge $3-5K/month for this. this runs for $0.
I packaged the entire system as the google ads kit.
15 @OpenClaw skills:
- connect (setup + health check)
- daily (what matters today)
- audit (full strategic review)
- search-terms (waste + signal + routing)
- intent-map (compounds across sessions)
- negatives (scoped, with collateral warnings)
- structure (campaign architecture)
- rsas (copy from buyer language)
- budget (scaling grounded in signal)
- apply (controlled writes + instant undo)
giving it away free.
comment PAID + like + follow
(must follow so i can DM)
English
Reef retweetledi
I ran eval for gpt-5.4 mini and nano for document analysis use case. gpt-4.1-mini is still irreplacable. i'm scared they will deprecate it one day.
Greg Brockman@gdb
introducing gpt-5.4 mini:
English
Reef retweetledi
DealLedger is now live with 62,000+ small business listings.
Every listing has:
→ Estimated listed date (reverse-engineered)
→ Days on market
→ Buyer view count
→ Direct source link
The entire dataset is free to download as CSV or JSON.
No signup. No paywall. CC0.
dealledger.org
English
Reef retweetledi
We’ve trained a multimodal AI model to turn routine pathology slides into spatial proteomics, with the potential to reduce time and cost while expanding access to cancer care.
English
Reef retweetledi
BREAKING: New startup "RentAHuman" allows AI agents to rent humans to perform tasks they cannot physically perform themselves.
English
Reef retweetledi
Jalen Hurts is asked hard-hitting questions from the youngest of Eagles fans.
📺: GMA
English
Reef retweetledi
This clip shows how original versions of TV shows have been shortened via syndication and streaming. But the bigger takeaway is that most people don’t realize it. In an era where books are being banned and original materials are becoming harder to find. This is just a small/fun example of that concept. If we don’t hold on to original copies of books, newspapers, magazines, vinyl, commercial VHS tapes, television recorded VHS tapes, cassette tapes, DVDs, original news broadcasts etc, we will watch history be edited with holes in it where things are missing and presented as though it is the complete picture. Here’s a light example of that concept.
English
Reef retweetledi
Reef retweetledi
Having sex less than once a month is associated with a 60% HIGHER chance of cardiovascular disease vs having sex 1-2x a week.
Have more sex
This is medical advice
English
Reef retweetledi
Bird nests are some of the most impressive examples of natural engineering.
Using nothing but their beaks and feet, birds create structures that look almost impossible to design-carefully adapted to their climate,surroundings, and predators.
Many of these architectural techniques existed long before humans developed similar building concepts.
English
Reef retweetledi
A company with $24 billion in revenue and 24% gross profit growth just cut 4,000 people while raising 2026 guidance to $12.2 billion in gross profit. Stock ripped 20% after hours. The market added roughly $6 billion in market cap. That's ~$1.5 million in enterprise value created per eliminated role.
Block is the canary in the coal mine. And they're not alone.
ASML cut 1,700 jobs last month while reporting record orders and said they were "choosing to make these changes at a moment of strength." Salesforce cut 5,000 after AI agents started handling 50% of customer interactions. Amazon cut 16,000 in January on top of 14,000 in October. Every one of these companies was growing when they did it.
Dorsey said the quiet part out loud: intelligence tools paired with smaller teams have already changed what it means to run a company. He chose one massive cut over repeated rounds because, his words, gradual cuts destroy morale and trust. The restructuring charges are $450-500 million. At the operating income Block is guiding, that pays for itself in two quarters. After that, pure margin expansion. That's why Wall Street rewarded it instantly.
Here's what's coming. Goldman estimates AI is already responsible for 5,000 to 10,000 net monthly job losses in exposed U.S. industries. Citigroup is planning 20,000 cuts. Dow just slashed 4,500. 40% of employers surveyed say they expect to reduce headcount because of AI. 30,700 tech jobs gone in the first six weeks of 2026 alone.
Block went from 10,000 to 6,000 while growing revenue and raising guidance. Every CEO running a company with more than a few thousand employees is doing this math tonight. The canary just stopped singing.
jack@jack
we're making @blocks smaller today. here's my note to the company. #### today we're making one of the hardest decisions in the history of our company: we're reducing our organization by nearly half, from over 10,000 people to just under 6,000. that means over 4,000 of you are being asked to leave or entering into consultation. i'll be straight about what's happening, why, and what it means for everyone. first off, if you're one of the people affected, you'll receive your salary for 20 weeks + 1 week per year of tenure, equity vested through the end of may, 6 months of health care, your corporate devices, and $5,000 to put toward whatever you need to help you in this transition (if you’re outside the U.S. you’ll receive similar support but exact details are going to vary based on local requirements). i want you to know that before anything else. everyone will be notified today, whether you're being asked to leave, entering consultation, or asked to stay. we're not making this decision because we're in trouble. our business is strong. gross profit continues to grow, we continue to serve more and more customers, and profitability is improving. but something has changed. we're already seeing that the intelligence tools we’re creating and using, paired with smaller and flatter teams, are enabling a new way of working which fundamentally changes what it means to build and run a company. and that's accelerating rapidly. i had two options: cut gradually over months or years as this shift plays out, or be honest about where we are and act on it now. i chose the latter. repeated rounds of cuts are destructive to morale, to focus, and to the trust that customers and shareholders place in our ability to lead. i'd rather take a hard, clear action now and build from a position we believe in than manage a slow reduction of people toward the same outcome. a smaller company also gives us the space to grow our business the right way, on our own terms, instead of constantly reacting to market pressures. a decision at this scale carries risk. but so does standing still. we've done a full review to determine the roles and people we require to reliably grow the business from here, and we've pressure-tested those decisions from multiple angles. i accept that we may have gotten some of them wrong, and we've built in flexibility to account for that, and do the right thing for our customers. we're not going to just disappear people from slack and email and pretend they were never here. communication channels will stay open through thursday evening (pacific) so everyone can say goodbye properly, and share whatever you wish. i'll also be hosting a live video session to thank everyone at 3:35pm pacific. i know doing it this way might feel awkward. i'd rather it feel awkward and human than efficient and cold. to those of you leaving…i’m grateful for you, and i’m sorry to put you through this. you built what this company is today. that's a fact that i'll honor forever. this decision is not a reflection of what you contributed. you will be a great contributor to any organization going forward. to those staying…i made this decision, and i'll own it. what i'm asking of you is to build with me. we're going to build this company with intelligence at the core of everything we do. how we work, how we create, how we serve our customers. our customers will feel this shift too, and we're going to help them navigate it: towards a future where they can build their own features directly, composed of our capabilities and served through our interfaces. that's what i'm focused on now. expect a note from me tomorrow. jack
English
If you lose your ad account on FB, you’re usually just fucked.
So I created a cheat sheet on how I protect my ad account from ever being shut down.
If you want it, comment “Account” below and I’ll auto-DM it to you 👇
(must be following)
English
I just had Claude Code build me a Facebook ad generator that can make 100+ on-brand ad variations in minutes for $0. And I made a full Notion document guide for you.
It includes:
1. How to use Claude to find the pain points and desired outcomes of your ICP
2. How to use these pain points and outcomes to write ad copy variations
3. How to build a Facebook ad template entirely with code (just like the ones you see)
4. How focus Claude Code’s design so the ad feels “on-brand”
5. How to export the Facebook ads as PNGs in a zip file
6. How to bulk upload them to a Facebook ad set
7. How to use an AI data analyst to track the success of these ads
Everything above is just API calls and Claude Code doing the work for you.
You just come up with the ideas and polish the outputs.
Like and comment "generator" and I'll send the Notion document to you
English