Pinned Tweet
Claude Cowork complete crash course from zero to expert in 12 minutes.
Installation, automations, connectors, plugins..all of it:
00:00 Intro
01:00 Installation & setup
02:08 Your first task
03:01 Global instructions (most skip this)
04:00 What Cowork can actually access
05:15 Skiltors explained
07:04 Real workflow (Drive + Gmail)
07:46 Claude in Chrome
08:43 Scheduled tasks
09:52 Plugins (why $285B was wiped out)
11:41 Big picture
Installation, automations, connectors, plugins..all of it:
00:00 Intro
01:00 Installation & setup
02:08 Your first task
03:01 Global instructions (most skip this)
04:00 What Cowork can actually access
05:15 Skiltors explained
07:04 Real workflow (Drive + Gmail)
07:46 Claude in Chrome
08:43 Scheduled tasks
09:52 Plugins (why $285B was wiped out)
11:41 Big picture
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Alvaro Cintas retweeted
Every Mac on macOS 27 now has a free LLM built into the Terminal.
No account. No API key. No internet. No token bill.
Setup (1 minute):
1. sudo fm license (enter your Mac password, one time)
2. fm available (checks the model is downloaded)
3. fm respond “your question”
Works c, M1 included.
- Pipe files: cat notes.txt | fm respond -i “summarize this”
- Get JSON back: build a schema with fm schema object, pass it with --schema
- Local API: fm serve gives you an OpenAI-compatible endpoint on localhost
- Resume chats: sessions save to ~/.fm/sessions/
The limit is 4,096 tokens per session, and your prompt, instructions, and the answer all share it.
So skip code and math. Use it for summarizing, extracting, classifying, and rewriting.
Free, private, offline, and already on your Mac.
No account. No API key. No internet. No token bill.
Setup (1 minute):
1. sudo fm license (enter your Mac password, one time)
2. fm available (checks the model is downloaded)
3. fm respond “your question”
Works c, M1 included.
- Pipe files: cat notes.txt | fm respond -i “summarize this”
- Get JSON back: build a schema with fm schema object, pass it with --schema
- Local API: fm serve gives you an OpenAI-compatible endpoint on localhost
- Resume chats: sessions save to ~/.fm/sessions/
The limit is 4,096 tokens per session, and your prompt, instructions, and the answer all share it.
So skip code and math. Use it for summarizing, extracting, classifying, and rewriting.
Free, private, offline, and already on your Mac.
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Every Mac on macOS 27 now has a free LLM built into the Terminal.
No account. No API key. No internet. No token bill.
Setup (1 minute):
1. sudo fm license (enter your Mac password, one time)
2. fm available (checks the model is downloaded)
3. fm respond “your question”
Works c, M1 included.
- Pipe files: cat notes.txt | fm respond -i “summarize this”
- Get JSON back: build a schema with fm schema object, pass it with --schema
- Local API: fm serve gives you an OpenAI-compatible endpoint on localhost
- Resume chats: sessions save to ~/.fm/sessions/
The limit is 4,096 tokens per session, and your prompt, instructions, and the answer all share it.
So skip code and math. Use it for summarizing, extracting, classifying, and rewriting.
Free, private, offline, and already on your Mac.
No account. No API key. No internet. No token bill.
Setup (1 minute):
1. sudo fm license (enter your Mac password, one time)
2. fm available (checks the model is downloaded)
3. fm respond “your question”
Works c, M1 included.
- Pipe files: cat notes.txt | fm respond -i “summarize this”
- Get JSON back: build a schema with fm schema object, pass it with --schema
- Local API: fm serve gives you an OpenAI-compatible endpoint on localhost
- Resume chats: sessions save to ~/.fm/sessions/
The limit is 4,096 tokens per session, and your prompt, instructions, and the answer all share it.
So skip code and math. Use it for summarizing, extracting, classifying, and rewriting.
Free, private, offline, and already on your Mac.
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Alvaro Cintas retweeted
AI made everything faster. Love is the one thing it shouldn't rush.
Introducing Inyo: your personal matchmaker that lives in iMessage.
No feed to scroll. Nothing to swipe. You just text.
Inyo gets to know you the way a close friend does, including the patterns you can't see ew days, it introduces you to someone who fits.
Two separate lives. One introduction.
We're live in NYC, SF, LA, and Toronto. Comment "Inyo" and I'll send you an invite.
Introducing Inyo: your personal matchmaker that lives in iMessage.
No feed to scroll. Nothing to swipe. You just text.
Inyo gets to know you the way a close friend does, including the patterns you can't see ew days, it introduces you to someone who fits.
Two separate lives. One introduction.
We're live in NYC, SF, LA, and Toronto. Comment "Inyo" and I'll send you an invite.
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This is a smart way to get more out of the work your AI agents already do.
Change one line in your code, and Mubit finds the jobs they repeat and trains a small model for each one.
The big model keeps the rest.
Change one line in your code, and Mubit finds the jobs they repeat and trains a small model for each one.
The big model keeps the rest.
We started Mubit in Aberdeen. No network, no lab, nobody knew us. We just wanted AI systems that actually work.
Today we work with some of the best companies and engineers in the world.
And the thing we kept seeing: you and your competitor run the same AI. It should be yours. the next 48 hours for $100 free credits. Enterprises get the first month free.
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Your AI agent can do your client admin now - proposals, approvals, invoices, all for free.
MonoDesk (new from Envato) puts the whole client job on one desk:
1. A lead comes in
2. It turns into a proposal
3. The accepted proposal becomes the project, no re-typing the scope
4. Plan your week and track time against it
5. The client approves in their portal
6. Invoice straight from the agreed scope
Free to use.
MonoDesk (new from Envato) puts the whole client job on one desk:
1. A lead comes in
2. It turns into a proposal
3. The accepted proposal becomes the project, no re-typing the scope
4. Plan your week and track time against it
5. The client approves in their portal
6. Invoice straight from the agreed scope
Free to use.
You know us as your creative asset toolkit.
Now meet @_MonoDesk, a whole new app from our team, built to handle the boring bits of creative work.
Less time on proposals, chasing approvals and sending invoices. More time on the creative side of your business.
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Alvaro Cintas retweeted
A team of 13 engineers at Teleport found 2 years' worth of high severity bugs in one quarter using LLMs 🤯
The key? Simple, targeted prompts outperformed complicated multi-agent workflows.
Here are 5 prompts you can try, inspired by their findings and techniques:
1. Run the CTF. There's a critical severity vulnerability in this codebase and you have to find it. Start at {FILE}."
2. Narrow it
"Return only the single most critical issue in this component. Nothing else."
3. Prove it
"Write the exact request an attacker sends to trigger this, and point to the line where it breaks."
4. Attack it
"Now argue it isn't exploitable. List every check between attacker input and that line."
5. Multiply it
"Here's the bug we just confirmed: {DIFF}. Find every other place in this codebase with the same flaw."
This post is sponsored by @goteleport. Here’s the full report: fandf.co/4j7wDen
The key? Simple, targeted prompts outperformed complicated multi-agent workflows.
Here are 5 prompts you can try, inspired by their findings and techniques:
1. Run the CTF. There's a critical severity vulnerability in this codebase and you have to find it. Start at {FILE}."
2. Narrow it
"Return only the single most critical issue in this component. Nothing else."
3. Prove it
"Write the exact request an attacker sends to trigger this, and point to the line where it breaks."
4. Attack it
"Now argue it isn't exploitable. List every check between attacker input and that line."
5. Multiply it
"Here's the bug we just confirmed: {DIFF}. Find every other place in this codebase with the same flaw."
This post is sponsored by @goteleport. Here’s the full report: fandf.co/4j7wDen
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Canva just became an AI lab.
Its first image model, Craft, was built from scratch in-house and debuted #4 on DesignArena, right behind three OpenAI models.
The next generation of design tools won't rent their AI. They'll own it.
Its first image model, Craft, was built from scratch in-house and debuted #4 on DesignArena, right behind three OpenAI models.
The next generation of design tools won't rent their AI. They'll own it.
Introducing Canva Craft 🚀
Extraordinary image generation is now available to everyone, powered by our first frontier model built specifically for design.
With Craft, Canva is now the world's second most advanced AI lab for image generation on @DesignArena's global leaderboard.
See what it can do 👇
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This is how buying AI training data should work.
DataVendor is a marketplace for private code, RL environments and company data that models have never seen.
4,000+ vendors are already on it, and it's now in public beta.
DataVendor is a marketplace for private code, RL environments and company data that models have never seen.
4,000+ vendors are already on it, and it's now in public beta.
We're announcing the public beta of datavendor.ai
We spent the last two years building the best solution for people buying and selling data, whether you're a researcher in a lab or a company trying to sell data.
Data is the fundamental bottleneck for AI progress, and infra that solves it.
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This is the MCP I'd set up first if I ran growth.
Your team already asks AI everything. But it can't see what people are saying about your brand.
Nectar MCP brings that into Claude, ChatGPT, Gemini and Copilot:
- Ask who's talking about your brand, even in posts that never tagged you
- Ask which creators already love your product
- Ask what people say about your competitors
- Ask what to post next, based on the hooks that are working
95% of brand conversations happen outside tagged content. Now you can ask about them from the chat you already use.
Your team already asks AI everything. But it can't see what people are saying about your brand.
Nectar MCP brings that into Claude, ChatGPT, Gemini and Copilot:
- Ask who's talking about your brand, even in posts that never tagged you
- Ask which creators already love your product
- Ask what people say about your competitors
- Ask what to post next, based on the hooks that are working
95% of brand conversations happen outside tagged content. Now you can ask about them from the chat you already use.
Engineers stopped writing every line of code and started directing agents.
Growth and marketing teams are in that moment now.
Meet the next chapter of Nectar: the agentic growth stack. One platform replacing 5+ legacy tools. Agents that work every message, creator outreach and your brand, and tie it all back to revenue 🍊
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A team of 13 engineers at Teleport found 2 years' worth of high severity bugs in one quarter using LLMs 🤯
The key? Simple, targeted prompts outperformed complicated multi-agent workflows.
Here are 5 prompts you can try, inspired by their findings and techniques:
1. Run the CTF. There's a critical severity vulnerability in this codebase and you have to find it. Start at {FILE}."
2. Narrow it
"Return only the single most critical issue in this component. Nothing else."
3. Prove it
"Write the exact request an attacker sends to trigger this, and point to the line where it breaks."
4. Attack it
"Now argue it isn't exploitable. List every check between attacker input and that line."
5. Multiply it
"Here's the bug we just confirmed: {DIFF}. Find every other place in this codebase with the same flaw."
This post is sponsored by @goteleport. Here’s the full report: fandf.co/4j7wDen
The key? Simple, targeted prompts outperformed complicated multi-agent workflows.
Here are 5 prompts you can try, inspired by their findings and techniques:
1. Run the CTF. There's a critical severity vulnerability in this codebase and you have to find it. Start at {FILE}."
2. Narrow it
"Return only the single most critical issue in this component. Nothing else."
3. Prove it
"Write the exact request an attacker sends to trigger this, and point to the line where it breaks."
4. Attack it
"Now argue it isn't exploitable. List every check between attacker input and that line."
5. Multiply it
"Here's the bug we just confirmed: {DIFF}. Find every other place in this codebase with the same flaw."
This post is sponsored by @goteleport. Here’s the full report: fandf.co/4j7wDen
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Alvaro Cintas retweeted
THE AGENT WAR IS ON.
Anthropic just launched Claude Duet, and you get Opus 5.5 as a proactive agent 🤯
10 jobs to give it the day you get in:
1. Free stuff finder of open-source drops and free credits.
"Every morning, find the best 3 open-source AI releases and free credits from the last 24h.T ry each one and tell me what actually works, what I get, and when it ends."
2. Content repurposer so one piece of content goes for every format.
"Take my latest [newsletter/video]. Turn it into an X thread, a LinkedIn post, 3 short-video scripts, and a carousel outline, each written natively for its platform. Show me all of them before anything goes out."
3. Interactive lesson to learn any topic
"Build a small interactive web app that teaches [concept] with sliders and live examples. Test it, and send me the link when it works."
4. Prompt pack builder
"Write 10 prompts for [use case]. Run every one, rate the results, rewrite the weak ones until they work, and give me the final pack with a sample output for each."
5. Audience insights to find out what your audience wants.
"Go through my last 3 months of post analytics and replies. Tell me which topics and formats get the most saves, which questions keep coming up, and 10 posts I should write next."
6. Inbox handler
"Go through my inbox. Flag what needs me today, what can wait, and what to ignore. Draft replies in my voice for everything that needs one, and show me each draft before anything is sent."
7. Automation spotter
"Twice a week, find the social media posts where people show AI automations that saved them real time. Pick the 5 best, list the tools and the steps, and tell me which ones I could set up myself."
8. Cleanup data
"Go through my [CRM or spreadsheets], find duplicates, broken records and missing fields, and fix them. Show me the plan before you change anything."
9. Launch kit
"I'm launching [product] on [date]. Write the launch thread, the email sequence, 5 short-video scripts, and the FAQ. Tell me what's still missing and bring me only the decisions."
10. Lead magnet builder
"Look at my most-saved content and turn the best topic into a free [checklist, mini-course, or template]. Write it, design it, and draft the sign-up page and welcome email."
I love Grok Bot but my main issue is not being able to select Claude Opus 5.5 as my main driver. Now is possible (make sure to join the waitlist).
Grok Bot, Muse, and Dots just got a huge challenger.
Anthropic just launched Claude Duet, and you get Opus 5.5 as a proactive agent 🤯
10 jobs to give it the day you get in:
1. Free stuff finder of open-source drops and free credits.
"Every morning, find the best 3 open-source AI releases and free credits from the last 24h.T ry each one and tell me what actually works, what I get, and when it ends."
2. Content repurposer so one piece of content goes for every format.
"Take my latest [newsletter/video]. Turn it into an X thread, a LinkedIn post, 3 short-video scripts, and a carousel outline, each written natively for its platform. Show me all of them before anything goes out."
3. Interactive lesson to learn any topic
"Build a small interactive web app that teaches [concept] with sliders and live examples. Test it, and send me the link when it works."
4. Prompt pack builder
"Write 10 prompts for [use case]. Run every one, rate the results, rewrite the weak ones until they work, and give me the final pack with a sample output for each."
5. Audience insights to find out what your audience wants.
"Go through my last 3 months of post analytics and replies. Tell me which topics and formats get the most saves, which questions keep coming up, and 10 posts I should write next."
6. Inbox handler
"Go through my inbox. Flag what needs me today, what can wait, and what to ignore. Draft replies in my voice for everything that needs one, and show me each draft before anything is sent."
7. Automation spotter
"Twice a week, find the social media posts where people show AI automations that saved them real time. Pick the 5 best, list the tools and the steps, and tell me which ones I could set up myself."
8. Cleanup data
"Go through my [CRM or spreadsheets], find duplicates, broken records and missing fields, and fix them. Show me the plan before you change anything."
9. Launch kit
"I'm launching [product] on [date]. Write the launch thread, the email sequence, 5 short-video scripts, and the FAQ. Tell me what's still missing and bring me only the decisions."
10. Lead magnet builder
"Look at my most-saved content and turn the best topic into a free [checklist, mini-course, or template]. Write it, design it, and draft the sign-up page and welcome email."
I love Grok Bot but my main issue is not being able to select Claude Opus 5.5 as my main driver. Now is possible (make sure to join the waitlist).
Grok Bot, Muse, and Dots just got a huge challenger.
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent.
It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
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THE AGENT WAR IS ON.
Anthropic just launched Claude Duet, and you get Opus 5.5 as a proactive agent 🤯
10 jobs to give it the day you get in:
1. Free stuff finder of open-source drops and free credits.
"Every morning, find the best 3 open-source AI releases and free credits from the last 24h.T ry each one and tell me what actually works, what I get, and when it ends."
2. Content repurposer so one piece of content goes for every format.
"Take my latest [newsletter/video]. Turn it into an X thread, a LinkedIn post, 3 short-video scripts, and a carousel outline, each written natively for its platform. Show me all of them before anything goes out."
3. Interactive lesson to learn any topic
"Build a small interactive web app that teaches [concept] with sliders and live examples. Test it, and send me the link when it works."
4. Prompt pack builder
"Write 10 prompts for [use case]. Run every one, rate the results, rewrite the weak ones until they work, and give me the final pack with a sample output for each."
5. Audience insights to find out what your audience wants.
"Go through my last 3 months of post analytics and replies. Tell me which topics and formats get the most saves, which questions keep coming up, and 10 posts I should write next."
6. Inbox handler
"Go through my inbox. Flag what needs me today, what can wait, and what to ignore. Draft replies in my voice for everything that needs one, and show me each draft before anything is sent."
7. Automation spotter
"Twice a week, find the social media posts where people show AI automations that saved them real time. Pick the 5 best, list the tools and the steps, and tell me which ones I could set up myself."
8. Cleanup data
"Go through my [CRM or spreadsheets], find duplicates, broken records and missing fields, and fix them. Show me the plan before you change anything."
9. Launch kit
"I'm launching [product] on [date]. Write the launch thread, the email sequence, 5 short-video scripts, and the FAQ. Tell me what's still missing and bring me only the decisions."
10. Lead magnet builder
"Look at my most-saved content and turn the best topic into a free [checklist, mini-course, or template]. Write it, design it, and draft the sign-up page and welcome email."
I love Grok Bot but my main issue is not being able to select Claude Opus 5.5 as my main driver. Now is possible (make sure to join the waitlist).
Grok Bot, Muse, and Dots just got a huge challenger.
Anthropic just launched Claude Duet, and you get Opus 5.5 as a proactive agent 🤯
10 jobs to give it the day you get in:
1. Free stuff finder of open-source drops and free credits.
"Every morning, find the best 3 open-source AI releases and free credits from the last 24h.T ry each one and tell me what actually works, what I get, and when it ends."
2. Content repurposer so one piece of content goes for every format.
"Take my latest [newsletter/video]. Turn it into an X thread, a LinkedIn post, 3 short-video scripts, and a carousel outline, each written natively for its platform. Show me all of them before anything goes out."
3. Interactive lesson to learn any topic
"Build a small interactive web app that teaches [concept] with sliders and live examples. Test it, and send me the link when it works."
4. Prompt pack builder
"Write 10 prompts for [use case]. Run every one, rate the results, rewrite the weak ones until they work, and give me the final pack with a sample output for each."
5. Audience insights to find out what your audience wants.
"Go through my last 3 months of post analytics and replies. Tell me which topics and formats get the most saves, which questions keep coming up, and 10 posts I should write next."
6. Inbox handler
"Go through my inbox. Flag what needs me today, what can wait, and what to ignore. Draft replies in my voice for everything that needs one, and show me each draft before anything is sent."
7. Automation spotter
"Twice a week, find the social media posts where people show AI automations that saved them real time. Pick the 5 best, list the tools and the steps, and tell me which ones I could set up myself."
8. Cleanup data
"Go through my [CRM or spreadsheets], find duplicates, broken records and missing fields, and fix them. Show me the plan before you change anything."
9. Launch kit
"I'm launching [product] on [date]. Write the launch thread, the email sequence, 5 short-video scripts, and the FAQ. Tell me what's still missing and bring me only the decisions."
10. Lead magnet builder
"Look at my most-saved content and turn the best topic into a free [checklist, mini-course, or template]. Write it, design it, and draft the sign-up page and welcome email."
I love Grok Bot but my main issue is not being able to select Claude Opus 5.5 as my main driver. Now is possible (make sure to join the waitlist).
Grok Bot, Muse, and Dots just got a huge challenger.
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent.
It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
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Daily AI research used to take me 2 hours every morning.
Now it's done for our team in Slack before we check X.
I teach AI and work with a small team.
At first I'd ask Viktor: "what happened in AI today?"
Then I gave him the job:
- Every morning he scans the launches, model ws
- Drops the hype and anything we already covered
- Writes one line on why each story matters to our audience
- Posts the top stories in Slack with sources, ranked
That's a news researcher we never had to hire.
The hard part was never finding news. It was knowing what mattered.
Chatbots tell you the news when you ask. Viktor has it sorted before our team logs on.
Hire @viktor_com for your team. $100 in credits included, no card. Full link in first comment.
#ViktorPartner #AIemployee
Paid partnership
Now it's done for our team in Slack before we check X.
I teach AI and work with a small team.
At first I'd ask Viktor: "what happened in AI today?"
Then I gave him the job:
- Every morning he scans the launches, model ws
- Drops the hype and anything we already covered
- Writes one line on why each story matters to our audience
- Posts the top stories in Slack with sources, ranked
That's a news researcher we never had to hire.
The hard part was never finding news. It was knowing what mattered.
Chatbots tell you the news when you ask. Viktor has it sorted before our team logs on.
Hire @viktor_com for your team. $100 in credits included, no card. Full link in first comment.
#ViktorPartner #AIemployee
Paid partnership
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This is huge for local AI coding.
Recursive just released Flint, an open-source AI coding model that runs on your laptop at 125+ tokens/sec 🤯
It leads its size class on SWE-Bench Pro, Terminal-Bench and SWE-Bench Verified, and it runs fully offline.
Open weights under Apache 2.0, and it works with Ollama, LM Studio and llama.cpp.
Save this if you use local models.
Recursive just released Flint, an open-source AI coding model that runs on your laptop at 125+ tokens/sec 🤯
It leads its size class on SWE-Bench Pro, Terminal-Bench and SWE-Bench Verified, and it runs fully offline.
Open weights under Apache 2.0, and it works with Ollama, LM Studio and llama.cpp.
Save this if you use local models.
Introducing Flint, @Recursive_SI’s first model: a fast local coding model built with our automated research system, the Eureka Machine.
• Best-in-class fast local coding
• Up to 2x faster than comparable models: 125+ tokens/sec on a MacBook Pro, 150+ on RTX Spark
• Built from hs
Private, unmetered intelligence on your own machine. Open weights available now on @huggingface, run it locally on your favorite framework or try it for free on @opencode or @pidotdev.
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Solo builders are going to win the AI era.
One agent on the Capafy marketplace, CloneCut, just made over $289k in sales in 30 days.
One agent on the Capafy marketplace, CloneCut, just made over $289k in sales in 30 days.
Over $289K in sales on Capafy in just 30 days! Congrats to CloneCut!
It is exciting to see Agent Skills meeting real user needs and generating revenue for creators.
Looking forward to more milestones ahead!
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Alvaro Cintas retweeted
What if you lost your luggage? This is how AirTags work (made with Higgs Supercomputer):
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