Samuel Ferrero. retweeted
Quien vende un agente a un negocio pequeño también vende que funcione un sábado por la noche. Antes de cobrar, merece la pena dejar por escrito qué no hace el agente, a quién avisa si se atasca y quién lo arregla. ¿Cuántos presupuestos para pymes ha visto con eso?
Samuel Ferrero. retweeted
Solo founder in 2026 isn’t one job. It’s five, switching every few hours:
PM. Support. Growth. Content creator. QA.
AI agents write the code now. The bottleneck isn’t engineering anymore. It’s our attention.
Samuel Ferrero. retweeted
8月“OPC”(一人公司)搜索量同比涨了约17.5倍。央视财经报道里的两个样本很具体:北京一名在读硕士生注册了只有自己的公司,流程几乎零成本,还能申请上限10万元Token的扶持;杭州一位95后带着8个智能体,两个月卖出3000多顶帽子,两周谈下约2000美元的首单。
推动这轮热度的是智能体把“雇人”拆成了“调模型”。客服、选品、投放、记账先后变成可调用的任务,一个人配几个agent就能凑出最小团队,注册资本和办公场地不再构成起点。
搜索量反映的是关注度。注册门槛降下来之后,压力集中在获客、现金流、合规和供应链上,难点从管人挪到了找需求。这些一人公司有多少能撑过一年,目前没有公开数据;政策端按Token计补贴,补的是算力成本,订单仍要自己谈。
Samuel Ferrero. retweeted
Has anyone had success interacting with Grokbot through Slack? I want to make it a full fledged teammate.
I have it reading Slack (wildly helpful), but want to be able to @ mention inside regular conversations.
Samuel Ferrero. retweeted
UNA PERSONA DIRIGIENDO A MÁS DE 50 AGENTES DE IA, HACIENDO EL TRABAJO DE 20 INGENIEROS.
Una ingeniera senior de SpaceXAI comparte su sistema: 1 agente gerente general, 3 gerentes de proyecto, y más de 40 empleados de IA que trabajan toda la noche.
Afirma que el 97% de SpaceXAI ya trabaja así.
Tutorial de 60 minutos, gratis, enseñando a construirlo desde cero.
Guárdalo.
me preguntaban ayer que como hago los vídeos / animaciones / motion graphics
tengo un grok bot que solo hace eso, y os paso el template
lo que lleva dentro:
- ~700 prompts de vídeos hechos con código (awesome-opus5-5-videos), destilados en un playbook por tipo: explicativo, motion graphics, anuncio, demo de producto, escena 3d
- elige la herramienta según el vídeo: html/canvas, svg con gsap, three.js, remotion, manim o ffmpeg
- skills de animación de emil kowalski y una de sonido que diseña el audio y lo comprueba de oído (earshot)
- lanza un cloud agent de cursor por vídeo y te devuelve el mp4 en 9:16, 1:1 o 16:9
- revisa el vídeo antes de enseñártelo
- el playbook se actualiza solo cada vez que algo sale bien o mal
el link del template en el primer reply!
Samuel Ferrero. retweeted
Your Grok Bot didn't run out of usage because you used it too much. It ran out because your setup is not yet optimized.
Copy and paste these 10 prompts into your Grok Bot to fix it:
1️⃣ "Show me which bots and routines used the most usage this week, broken down by day, and flag anything that looks unusual."
2️⃣ "Audit all my routines. For each one, tell me how often it runs and whether it really needs to. Suggest moving daily ones to weekly and pausing any I don't use."
3️⃣ "Find any bots with overlapping jobs or duplicate scans and suggest how to merge them into one."
4️⃣ "Before any big task, give me a rough usage estimate and wait for my OK."
5️⃣ "If a task or routine fails, retry once. If it fails again, stop and tell me what went wrong instead of trying again."
6️⃣ "In my daily brief, only include what changed since yesterday. Skip anything you already told me."
7️⃣ "Hold heavy jobs like videos, bulk edits and big research runs until the day before my weekly reset, unless I say it's urgent."
8️⃣ "Use a connector instead of the browser whenever one exists for the task, and tell me when you have to use the browser."
9️⃣ "When a task is done, give me a short summary I can paste into a fresh chat, and keep our chats focused on one job at a time."
🔟 "When you figure out a multi-step job I'll ask for again, save it as a skill so next time you follow it instead of working it out from scratch."
Running out of usage is usually a setup problem.
Before you pay for a bigger tier, tighten your routines, cut the duplicates, and make your bots report where the usage goes.
A lean setup gets more done every week.
Follow for more practical tips on growing and monetizing on X.
Samuel Ferrero. retweeted
HOLY SH*T, GROK BOT IS THE BIGGEST GAMECHANGER FOR CONTENT CREATORS. 15 BOTS THAT RUN YOUR WHOLE CONTENT OPERATION
one bot per job. each gets a single task and a short instruction.
the 15 bots:
1. idea scout: finds topics in your niche and ranks them
2. trend radar: sends what's picking up in your niche every morning
3. bookmark miner: goes through your saved posts and pulls out ideas worth a post
4. hook lab: writes three openers for one idea and marks the strongest
5. draft writer: turns your notes into a first draft
6. tone editor: rewrites it in your voice, cuts filler
7. thread cutter: splits a long text into short lines for the feed
8. fact check: checks numbers and claims before you publish
9. source finder: finds the original source behind each claim
10. post autopsy: after you publish, shows what got saves and what died
11. audience mapper: sorts your DMs and replies by what people ask most
12. reply assistant: drafts answers to common questions, you edit and send
13. repurpose bot: turns one hit post into an article or video script
14. content scheduler: keeps your plan and reminds you of deadlines
15. funnel bot: sends readers to your newsletter, course or community
how to set it up:
1. download grok bot
2. open the marketplace (x.ai/bot/marketplace)
3. add dr eggbot by lauren tan
4. send it the concept of the bot you need
start small: set up hook lab and fact check first, run them on your next post.
save this and read the article below to make money with grok bot ↓
Samuel Ferrero. retweeted
X ALGORITHM UPDATE 🚨
X just stopped cutting new posts first, and that should help small accounts (I check it daily with Claude and share updates worth sharing with you)
tl;dr:
- X can only check 2,800 posts each time you open your feed
- new posts used to be last in line, so they got cut first
- now everything gets cut equally, new posts included
- posts labeled low quality or misinfo now show a warning, and people can't like, reply or share them
- no score changes this time
lesson learned: your new posts now get a fair chance to be seen. Your first 2 hours still matter most.
full details:
- How it worked until this week
Every time someone opens For You, X collects around 3,700 posts it could show them: posts from people they follow, popular posts, posts liked by similar people, and brand new posts.
But X only has time to check 2,800 of them.
So it just took the first 2,800 in line. Brand new posts were at the back of the line. When there were too many, they were the ones left out... and a post that never gets checked can't be shown.
- What changed
Now everything gets cut by the same amount. 25% too many? Every type of post loses 25%, new posts included. Nobody goes first.
- Why small accounts should care
Those brand new posts are under 2 hours old, with under 8 likes and under 500 views. That's where most posts from smaller accounts are.
My read: they now get a fair chance instead of being cut first. How often X actually hits the 2,800 limit isn't in the code, so I can't tell you how big the difference is.
- Low quality and misinfo posts now show a warning
If X labels your post as low quality or misinformation, people who don't follow you see a warning on it, and they can't like, reply, repost, bookmark or share it. The code doesn't say what gets a post that label.
Here's a recap of what you should be doing:
- a new post gets its extra push only in its first 2 hours and first 200 views, so post when your people are online
- likes carry more weight than ever at 0.66 each
- people sticking around pays, the time-spent score is 50% higher than two weeks ago
- a read of 10+ seconds after someone opens your post adds 0.4
- the boost favors the post with the best like rate from its first viewers
- accounts up to 50K can get one fresh original lifted to roughly 16th
- nothing beats a copy link share, it scores 20
- replies, quotes and DM shares each score 5
- talk with your mutuals, replies between you score 20 instead of 5
- originals are the only posts that travel outside your follower base
- the 1st and the 32nd like each open a new route to strangers
- your 2nd post in the same feed is worth 62% of the first, so pick your best one
- videos still need 10+ seconds to qualify for the video lists
- earning a follow adds 4
- a pinned post with a bad link can flag the account for 7 days, worth a quick check
What you should NOT be doing:
- posts that get labeled low quality or misinfo now carry a warning, and nobody outside your followers can like or share them
- video alone won't carry you, an open counts 0.02 and the watch 0
- hide-worthy posts cost more, "not interested" sits at -52.27
- a post at 3am burns its 2 hour window before anyone sees it
- a tap that turns into a bounce is worth only 0.3
- replies and reposts don't get past your followers
- insults get your post hidden from anyone who doesn't follow you
- adult media in 3 of your last 5 posts puts a label on your account
- disguised content in videos gets checked from 64 likes, harder at 512
- self-reply chains under big accounts risk being zeroed
- one account label and non-followers stop seeing you entirely
- low-rated links don't belong in your pinned post
- recycled wording can get tagged as copypasta spam
- strangers tagged plus a low quality link is a pattern X flags
- engagement bait has no size exemption
- several posts in a row end up competing with each other
- hashtag stacks add nothing
- bookmarks are still worth 0
- 48 hours in, For You is finished with a post
Samuel Ferrero. retweeted
Presentando la nueva web del proyecto!
Llevaba tiempo queriendo actualizar mi viejo blog de SEO y marketing a los nuevos tiempos y a lo que me interesa ahora:
✅Agentes y Bots de IA
✅Automatizaciones
✅Casos de uso reales que puedes implementar
Todo optimizado para SEO/AEO para darle visibilidad a todos los proyectos guapos que me encuentro por internet (puedes subir el tuyo propio)
El grok bot me ha ayudado bastante y quería testear sus capacidades pero aún no hace todo de una como nos quieren vender por ahí...
Mi idea feliz es convertir el directorio en la referencia para casos de uso con agentes del mundo hispanohablante.
La monetización será con patrocinios de empresas que les interese mi audiencia en X, Telegram y la web: todo gratuito para el usuario
De momento hay pocos casos pero vamos a ir añadiendo más cada día, te invito a entrar a la web y decirme que te parece, toda critica constructiva se agradece y si compartes este post también 😊
Entra y prueba los casos de uso o pasaselos a tu agente:
fluyeporlaweb.com
Después de 2 semanas dándole fuego a Grok Bot he decir que no hay color.
Lo siento, sigo amando Hermes y lo voy a seguir usando para ciertas tareas SEO, investigación, recopilación de datos, etc...
Pero estoy migrando todo mi trabajo real a Grok sin mirar atrás. Estoy en un punto en el que necesito ir rápido, optimizar mis horas delante de la pantalla para que sean lo mas productivas posible
Tengo 2 críos pequeños y quiero pasar la mayor parte del tiempo con ellos y no resolviendo mierdas de conectores, skills que se pierden, browser use que se desconfigura solo y mil mierdas mas que sabrás si te has metido a fondo con agentes open source.
El mardito bot le dices lo que quieres desde el movil, entiende el contexto, hace lo que tenga que hacer en su VPS o lanza los agentes en Cursor necesarios para lanzar PR, revisar el codigo, hacer cambios en caliente en las webs... es una j0dida maravilla la verdad
Y con la nueva suscripción de X tienes bastante mas uso si sabes lo que haces y no se te va la olla.
Estoy deseando escalarlo y pronto enseñaré por aquí lo que me está creando para mi web
por cierto, solo necesito 3 bots, los que te venden 73403 solo quieren venderte hype.
Samuel Ferrero. retweeted
El agente que controla tu negocio ya puede instalar programas, salir a internet y llamar a otras apps sin miedo a que la líe.
Nvidia acaba de lanzar OpenShell. Una “jaula” para que tu agente no haga algo que no querías que hiciera.
Tú la diseñas con lo que sí puede tocar y lo que no.
Abajo te explico cómo.
Samuel Ferrero. retweeted
Ya puedes ver a tu agente hermes trabajar en directo.
Browser, terminal, ventanas.
Y si hay login o 2FA le quitas el control, lo haces tú y se lo devuelves.
Se me ocurren unas cuantas cosillas para generar enlaces de forma semi autónoma con esta vaina
You can now watch your agents work live as Hermes Desktop streams the screen of any bot's screen or session in real time.
Watch it drive a browser, type into a terminal, or open a window. Take over anytime to interact with the Bot Screen or type credentials and seamlessly hand back off when you're done.
Samuel Ferrero. retweeted
NobodyWho just rebuilt the core idea behind Jev, the "System One" decision model everyone on X is talking about, in 25 lines of Python that run a tiny model locally with no API calls.
→ Loads Qwen3-0.6B locally through llama-cpp-python
→ Frames the task as multiple choice, like classifying an email as legitimate, spam or phishing
→ Reads the model's logits and turns them into calibrated probabilities, 88.5% phishing in their example
→ Hit 506 points on Hacker News, with the team openly calling it a parody of the Jev hype
Repo: github.com/nobodywho-ooo/nob…
Samuel Ferrero. retweeted
这次用 Pexo 做了一条个人品牌宣传片,一上来我就提了要求:做一条 40 秒的视频
它会自己规划需要哪些片段,先生成一部分让我确认效果,方向确认后,再继续制作后面的素材,最后把它们剪辑、组合成一条完整视频
这个区别挺重要的
有些 AI 视频工具给你的是一段段素材,后面怎么拼、怎么剪,还得自己处理,Pexo 接到的是“做一条 40 秒宣传片”的任务,最后交付的也是一条完整的视频,不用我再拿着零散片段去组装
最 6 的还是修改环节
这次有一段效果不是我想要的,我可以直接在画面上圈出不满意的细节,留下评论,说明想怎么改就行
不用自己操作剪辑,也不用打上一大段话,直接圈出来、说清楚,再看修改后的效果,这个方式蛮直观的
整个过程下来,我觉得 Pexo 最大的特点就是容易上手
没有一堆复杂的功能操作需要先学,模型、参数也不用自己逐个研究。整体需求在对话里说,然后结合画面圈圈画画,就能一步步把视频往下做
效果还是要自己判断,修改也少不了,但不用先把自己训练成剪辑师,才能开始做视频
如果你是新手小白,想给自己的品牌或产品做条宣传片,这种方式很适合试试
成片在下面
@Pexoai_offical
🤝 Paid partnership
Samuel Ferrero. retweeted
BREAKING: SpaceXAI just released Grok 4.7!
Grok 4.7 is SpaceXAI’s most powerful model for coding and knowledge work. It is designed to work longer on difficult tasks, handle more context and carefully check its own work.
Major improvements:
• Uses a new and larger base model
• Trained longer on harder, multi-hour tasks
• Better at verifying its own answers
• Improved long-context performance
• Better at documents and presentations
• Natively understands the Grok Bot system
• Stronger safety and jailbreak protection
Benchmark results:
• CursorBench 4.0: 46.3%, up from 40.4%
• DeepSWE v1.1: 71.0%, up from 65.2%
• AA Briefcase v1.1: 1,657, up from 1,546
• Terminal-Bench 4.0: 38.0%, up from 20.3%
• Harvey Legal Benchmark: 19.6%, up from 15.8%
• HealthBench Professional: 56.7%, up from 48.5%
• EEBench: 64.0%, up from 53.0%
Grok 4.7 also scored higher than GPT-5.6 Sol and Fable 5.1 on the listed legal and electrical engineering benchmarks.
Safety improvements:
• 62.4% on LatchBio’s biosafety benchmark
• Only 3.3% of risky cyber prompts passed through on HackerBench
• SpaceXAI’s strongest model yet for refusing dangerous requests
• Rarely blocks legitimate cybersecurity work
• Select security partners are receiving invite-only red-team access
Pricing and availability:
• $2 per million input tokens
• $6 per million output tokens
• Same base price as Grok 4.6
• Fast version offers twice the output speed at twice the price
• Available now in Cursor, Grok Build and the Grok API
• Also available through coding tools, model routers and cloud platforms
SpaceXAI says Grok 4.7 is twice as fast and half the price of comparable models.
It beats Grok 4.6 across every listed benchmark while keeping the same base API price. Smarter, safer, stronger and still incredibly affordable.
SpaceXAI is moving at an unbelievable speed.
Samuel Ferrero. retweeted
sharing some notes on typesafe 🤝 coding agents:
docs.google.com/document/d/1…
we likely will never have time (ever again) to play ourselves, but hope the that the community goes WILD (and makes me look like a naive idiot)
Samuel Ferrero. retweeted
Antes de usar AGENTS.md yo tenía el mismo follón: 47 promps pegados en el chat y un malgasto de tokens bestial cada vez que cambiaba el modelo.
Lo arreglé con un markdown canónico para mi forma de Hermes.
Básicamente eso es lo que hace Claude code al leerlo pero de serie.
Usas AGENTS.md o sigues con el copy-paste de prompts?
teapawt.net/trq212/status/21010093…
Samuel Ferrero. retweeted
The EU 🇪🇺 has a legal 3% tax loophole for SaaS founders.
No need to go to Dubai.
No “Offshore company” either.
It's called the Cyprus IP Box Regime & it's an EU-approved tax incentive.
Most software entrepreneurs have never even heard about it.
But Cyprus has quietly attracted thousands of tech companies, including names like Semrush, Wargaming & GDEV/Nexters.
The last company is publicly traded on NASDAQ & even discloses in their SEC filings that they apply the Cyprus IP Box regime.
But your business can take advantage of the IP Box too.
If your company has or develops an Intellectual property (IP), then 80% of your qualifying profits can be tax-exempt in Cyprus.
Cyprus corporate tax is 15%, but under the IP Box you're only taxed on 20% of the profits.
So 20% × 15% = 3% effective corporate tax.
Example: Your SaaS business generates 1.000.000€ in qualifying profits:
> 1.000.000€ profit
> 800.000€ IP Box deduction
> 200.000€ taxable
> 30.000€ corporate tax
= 970.000€ left, after tax. Insane.
But it gets even more interesting.
If you personally move to Cyprus, we will apply for your Non-Dom Status where your dividends are fully tax-exempt as well.
So you can distribute the remaining 970.000€ as a dividend to yourself at a tax rate of 0%.
There is only one additional surcharge for the EU health card.
It’s 2.65%, capped at 180.000€.
Meaning, even if you receive more than 180.000€ in dividend, the maximum you’ll pay is 4.770€ per year.
Almost 5k€. On nearly 1M€. Horrible.
So from 1.000.000€ in profits, 30.000€ went to corporate tax & 4.770€ went to healthcare.
That’s less than 3.5% in total tax for you as an entrepreneur.
> While living in the EU
> With 320+ sunny days per year
> Growing entrepreneur community
> Cleanest sea waters in Europe
> Relaxed lifestyle
> Low crime
Cyprus 🇨🇾 might be one of the best places in Europe for SaaS founders, indie hackers, app developers & software entrepreneurs.
And I thought X is probably the best place to share this as many of our clients are on here as well. – at Cyprus
Samuel Ferrero. retweeted
A VPS costs $480 a year. This repo has given it away since 2015. Nobody pays.
Not a trial. Not a credit card. Not a 14-day countdown.
It's called free-for-dev. 132k stars, 1600+ people adding new free tiers and killing dead ones every single week.
The rule is brutal: if it isn't free for at least 1 year, it never makes the list. If the SSL certificate isn't free too, the whole entry gets deleted.
Inside:
→ Oracle Cloud - 2 servers, 12GB RAM, free forever, no time limit
→ AWS Lambda - 1 million runs a month before you pay a cent
→ Cloudflare - unlimited sites, DNS, SSL and a global CDN
→ Google Cloud Run - 2 million requests a month on the house
Most providers: $40 a month for 1 server. Oracle: 2 servers for $0.
Every side project starts with the same 20 minutes of Googling "is this actually free." This repo did that search in 2015 and has redone it every week for 11 years.
Bookmark it before your next project makes you search all over again.
repo below
Jev + GrokBot is the best AI agent system I’ve built in my life
It just made my setup CHEAPER and FASTER than what 95% of people are running...
setup takes literally 7 minutes:
prompt → GrokBot → Jev decision → GrokBot execution → result
step 1 → open @typesafeai , create API key (keep it off chat paste)
step 2 → tell Grok Bot: store TYPESAFE_API_KEY in the secure field
step 3 → prompt Grok Bot: install typesafe-sdk on Agent Computer + smoke system_one (Choice)
step 4 → tell Grok Bot: build the usage lab (router, dry-run, config, logs) - or clone Github below
step 5 → add skill jev-usage-router: before browser / research / retry / extra bot → call the router, honor action
step 6 → stay shadow first, read logs, then active when you trust it - kill switch: bypass jev or enabled: false
step 7 → flip active: GrokBot obeys route - Jev decides - GrokBot executes - humans control irreversible actions
the result: Jev + GrokBot the best and fastest agent running directly on your computer rn, I’ve already tested it on routine tasks - and the results are genuinely incredible
You can come up with endless ways to use Jev + GrokBot - but the most important thing is to install it as soon as possible
Copy this 2028 setup, explore my repo below - then read the full Jev deep dive ↓

































