Loading video...

Video Failed to Load

There was a problem loading this video. This could be due to a temporary network issue or the video might be unavailable.

Algorand General Intelligence has been achieved internally. Use Claude or Cursor to... 💳 Generate accounts 💸 Make payments 🖼️ Mint NFTs 🚀 Create & deploy smart contracts And lots more. Supports mainnet | testnet | localnet. Should I open source it? 👀

gabe.algo 🇺🇸 🦅

2,186 subscribers

11,996 views • 1 year ago •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

Introducing SuperDesign.Dev The first open-source Design Agent that lives inside Cursor, Windsurf, or any IDE: 👉 Instantly spin up 10 different design in parallel 👉 Explore, fork, and iterate 10x faster 👉 Create new or iterate on your existing UI — all fully local JackJack and I shipped this as a quick weekend experiment to validate a hunch: design is the killer use case for parallel agents. Currently at V0.005 — a simple customization of the Claude Code SDK + static HTML generation. (We might be the first product powered by the Anthropic Claude Code SDK!) More coming soon: web app, mobile app, SVG generation, and more. GitHub: Try it out: ----- Upvote on Hacker News ❤️:

Introducing SuperDesign.Dev The first open-source Design Agent that lives inside Cursor, Windsurf, or any IDE: 👉 Instantly spin up 10 different design in parallel 👉 Explore, fork, and iterate 10x faster 👉 Create new or iterate on your existing UI — all fully local JackJack and I shipped this as a quick weekend experiment to validate a hunch: design is the killer use case for parallel agents. Currently at V0.005 — a simple customization of the Claude Code SDK + static HTML generation. (We might be the first product powered by the Anthropic Claude Code SDK!) More coming soon: web app, mobile app, SVG generation, and more. GitHub: Try it out: ----- Upvote on Hacker News ❤️:

Jason Zhou

49,435 views • 1 year ago

Elon Musk just made one if the biggest moves in taking over the programming industry “SpaceX just bought Cursor for $60 billion. Do you realize how big this is? SpaceX went public — the biggest IPO in history. $75 billion raised, almost a $2 trillion valuation and the first thing to do with that money? Buy the most popular AI coding tool on the planet. Here's why that changes everything. Elon now owns 3 layers: the compute, Colossus data centers, the models, Grok through xAI, and now the tool that developers actually use every day. It's the full stack. And here's what makes Cursor different from Claude Code or Codex. Cursor is model agnostic. You can run Claude in it, GPT, Gemini, whatever model you want. It's not locked to any one company, and now it has SpaceX's resources behind it. Cursor said they were bottlenecked by compute. Well, that bottleneck has just been removed. $4 billion in annual revenue, over half the Fortune 500 already uses it, and now it's backed by a $2 trillion company. OpenAI has Codex, Anthropic has Claude Code, and now Elon has Cursor.” Let me break this down in simple terms Elon Musk now controls more of the full AI picture: - Massive computers, power (data centers like Colossus) - Smart AI models (Grok from xAI) - The actual tool millions of developers use every day (Cursor) For every day users this means Faster and smarter apps and websites in the future. More developers using powerful AI tools means new apps, games, websites, and features get built quicker and cheaper. This means better video games, smoother streaming, smarter phone apps and better programs For Developers they can describe what they want in plain English (“make a feature that does X”) and the AI handles more of the heavy lifting

Elon Musk just made one if the biggest moves in taking over the programming industry “SpaceX just bought Cursor for $60 billion. Do you realize how big this is? SpaceX went public — the biggest IPO in history. $75 billion raised, almost a $2 trillion valuation and the first thing to do with that money? Buy the most popular AI coding tool on the planet. Here's why that changes everything. Elon now owns 3 layers: the compute, Colossus data centers, the models, Grok through xAI, and now the tool that developers actually use every day. It's the full stack. And here's what makes Cursor different from Claude Code or Codex. Cursor is model agnostic. You can run Claude in it, GPT, Gemini, whatever model you want. It's not locked to any one company, and now it has SpaceX's resources behind it. Cursor said they were bottlenecked by compute. Well, that bottleneck has just been removed. $4 billion in annual revenue, over half the Fortune 500 already uses it, and now it's backed by a $2 trillion company. OpenAI has Codex, Anthropic has Claude Code, and now Elon has Cursor.” Let me break this down in simple terms Elon Musk now controls more of the full AI picture: - Massive computers, power (data centers like Colossus) - Smart AI models (Grok from xAI) - The actual tool millions of developers use every day (Cursor) For every day users this means Faster and smarter apps and websites in the future. More developers using powerful AI tools means new apps, games, websites, and features get built quicker and cheaper. This means better video games, smoother streaming, smarter phone apps and better programs For Developers they can describe what they want in plain English (“make a feature that does X”) and the AI handles more of the heavy lifting

Wall Street Apes

213,267 views • 1 month ago

So why we need open mainnet and when it's the good time to open and can we make it faster? I think Yes! WE build up Pi public blockchain is like we are building a highway. When the highway complete, all drivers need this highway because it can bring them benefit. And the highway can charge them fees every time when they pass. Pi is similar like a highway. The drivers are outside eco and different organization. We all know Pi WEB 3.0 blockchain has great value. This will attract outside eco come. When they come, they don't have Pi to pledge to use our blockchain. So they need to use their FIAT to buy our Pi. However, if our inner community has difference on price, it's like the highway has been controlled by different groups. These groups charge different fees. It will confuse outside eco and make them hesitate to come. That's why I believe open mainnet need united price for outside eco. Of course united price can help inner eco develop grow fast too. There are two options regarding price: 1. Let the pioneers and merchants slowly reach the agreement and we do nothing . This is let it go naturally. I do know some pioneers advocate this way. But I am sure it will take long journey because more than 45 million pioneers or maybe will never reach agreement. They will use from $0.01 to 1 million $ different price. 2. Our pioneers community advocate GCV because it has been accepted by a lot pioneers and merchants already. If all pioneers can understand this GCV price logic and if they hold Pi, they will support it. The reason is so simple. It relate to their self interest. This can be done very fast if we all united together. Another reason is based on a business accounting system. All business has tax reporting system even crypto currency. From 2019, USA IRS has the tax regulation on individual crypto currency capital gain. Currently most merchants are pioneers, they use their individual Pi Wallet. I see recently there is developer/merchant business wallet come out. Then they should use business Pi wallet. So it's easier for them to track crypto business profit and loss. As an accountant I know all capital gain or loss are calculated by using USD in USA. So accountant need a unified price. If not, the company will hesitate to join Pi eco system. Based the above reason, i call on Pi Community to support GCV price so that eco can satisfied prosperous condition to open mainnet. As for KYC and migration, the technology part has been mature or almost mature. And we believe CT and all pioneers can follow very fast. During close mainnet all merchants should do barter according to your availability. Please don't put all your products now! Close mainnet period is for cultivate the Pi Payment environment! If you have inventory and small items, you can put maybe 10% or less of your products to barter. All business owners should realize before opening mainnet there is risk of loss. Why many Chinese merchant do it? Because they are pioneers too ! They want to realize Pi GCV price so they do it volunteering to use inventory and small items with limit supply. Therefore it won't have much risk. And if open mainnet can reach GCV, they will not incur loss. So please all merchants do it wisely. Close mainnet small items and use inventory. Of course if you want to put big items, this is your choice and pioneers will be appreciated. But my suggestion is to be Rationalism. If everyone can do a little, it will create big influence. As a pioneer close mainnet it's not a time to get profit for yourself. So please don't expect cross border or big items because merchant has business risk. I see some cross border barter incur which is based on individual merchant. When open mainnet, you can realize all of it. But now it's time to help GCV price as a trend from my opinion. The above analysis is only my personal analysis. Reference only. It is not Business Advice! #WhatIDoForPi #PiGCV

So why we need open mainnet and when it's the good time to open and can we make it faster? I think Yes! WE build up Pi public blockchain is like we are building a highway. When the highway complete, all drivers need this highway because it can bring them benefit. And the highway can charge them fees every time when they pass. Pi is similar like a highway. The drivers are outside eco and different organization. We all know Pi WEB 3.0 blockchain has great value. This will attract outside eco come. When they come, they don't have Pi to pledge to use our blockchain. So they need to use their FIAT to buy our Pi. However, if our inner community has difference on price, it's like the highway has been controlled by different groups. These groups charge different fees. It will confuse outside eco and make them hesitate to come. That's why I believe open mainnet need united price for outside eco. Of course united price can help inner eco develop grow fast too. There are two options regarding price: 1. Let the pioneers and merchants slowly reach the agreement and we do nothing . This is let it go naturally. I do know some pioneers advocate this way. But I am sure it will take long journey because more than 45 million pioneers or maybe will never reach agreement. They will use from $0.01 to 1 million $ different price. 2. Our pioneers community advocate GCV because it has been accepted by a lot pioneers and merchants already. If all pioneers can understand this GCV price logic and if they hold Pi, they will support it. The reason is so simple. It relate to their self interest. This can be done very fast if we all united together. Another reason is based on a business accounting system. All business has tax reporting system even crypto currency. From 2019, USA IRS has the tax regulation on individual crypto currency capital gain. Currently most merchants are pioneers, they use their individual Pi Wallet. I see recently there is developer/merchant business wallet come out. Then they should use business Pi wallet. So it's easier for them to track crypto business profit and loss. As an accountant I know all capital gain or loss are calculated by using USD in USA. So accountant need a unified price. If not, the company will hesitate to join Pi eco system. Based the above reason, i call on Pi Community to support GCV price so that eco can satisfied prosperous condition to open mainnet. As for KYC and migration, the technology part has been mature or almost mature. And we believe CT and all pioneers can follow very fast. During close mainnet all merchants should do barter according to your availability. Please don't put all your products now! Close mainnet period is for cultivate the Pi Payment environment! If you have inventory and small items, you can put maybe 10% or less of your products to barter. All business owners should realize before opening mainnet there is risk of loss. Why many Chinese merchant do it? Because they are pioneers too ! They want to realize Pi GCV price so they do it volunteering to use inventory and small items with limit supply. Therefore it won't have much risk. And if open mainnet can reach GCV, they will not incur loss. So please all merchants do it wisely. Close mainnet small items and use inventory. Of course if you want to put big items, this is your choice and pioneers will be appreciated. But my suggestion is to be Rationalism. If everyone can do a little, it will create big influence. As a pioneer close mainnet it's not a time to get profit for yourself. So please don't expect cross border or big items because merchant has business risk. I see some cross border barter incur which is based on individual merchant. When open mainnet, you can realize all of it. But now it's time to help GCV price as a trend from my opinion. The above analysis is only my personal analysis. Reference only. It is not Business Advice! #WhatIDoForPi #PiGCV

Doris Yin 东方紫莲🪷

28,979 views • 3 years ago

AMD's Anush Elangovan explains why he thinks his company's open source ethos combined with agentic AI superpowers their leverage as a company: Because AMD publishes a lot of technical details about its hardware, when engineers use AI tools, the models already “understand” AMD’s systems and can help write code for them, debug them, or even generate new tools. And that makes developers more productive on AMD hardware without AMD having to do all the work internally. "AMD has had this ethos of open source, which really plays to our advantage. Every frontier model that I use has already seen every bit of AMD source code." "It'll rewrite my spec for me because it's already in the training data. Which you can't get from closed ecosystems." "In fact I built a virtual GPU simulator just based off our public specs, and now I'm running it on the GPU. So now I can run cross-generational GPU simulations on existing hardware." "We have that advantage. And we've run a Dev Day contest where we generated more tokens on AMD — Triton kernels and HIP kernels — than existed on the internet at the time." "So now that's all part of the pre-training data. It's a superpower because now you're open source, and you're agentically accelerating this process."

AMD's Anush Elangovan explains why he thinks his company's open source ethos combined with agentic AI superpowers their leverage as a company: Because AMD publishes a lot of technical details about its hardware, when engineers use AI tools, the models already “understand” AMD’s systems and can help write code for them, debug them, or even generate new tools. And that makes developers more productive on AMD hardware without AMD having to do all the work internally. "AMD has had this ethos of open source, which really plays to our advantage. Every frontier model that I use has already seen every bit of AMD source code." "It'll rewrite my spec for me because it's already in the training data. Which you can't get from closed ecosystems." "In fact I built a virtual GPU simulator just based off our public specs, and now I'm running it on the GPU. So now I can run cross-generational GPU simulations on existing hardware." "We have that advantage. And we've run a Dev Day contest where we generated more tokens on AMD — Triton kernels and HIP kernels — than existed on the internet at the time." "So now that's all part of the pre-training data. It's a superpower because now you're open source, and you're agentically accelerating this process."

TBPN

34,469 views • 3 months ago

OpenClaw Memelord skill is officially live. You can now use Memelord's trending memes and video templates to: - Generate AI memes and videos (that are both funny and hyper-trending) - Edit captions for both memes and videos just by replying What can you do with this? The use cases for the OpenClaw Memelord skill are infinite: - Set a cron job cook up on-brand memes for your marketing team - Toss it in a n8n workflow for TikTok slideshows - Put your claw in a group chat with your community - Sync it with Polymarket's API to make new memes for new markets - Plug into NCAA data to make memes for March Madness - Link up with Quartr API to make new memes for quarterly reports - Connect to GitHub or Linear to market your new features A lot of people asked me "Why'd you raise $3M for a meme editor?" This is why. The future of memeing is agentic. We achieved Memetic General Intelligence internally earlier this year making hilarious AI memes. Now we can share it with the world. It's time to take your memes more seriously.

Jason Levin

30,693 views • 4 months ago

Your Plan SUCKS! 👀 Inspired by the legend Andrej Karpathy himself, I created a new skill: LLM Council. Create better plans, by committee. Supports: > Codex CLI > Gemini CLI > Claude Code > OpenCode Call the skill with your feature that you'd like to build. It will ask you some clarifying question, and then launch up to four parallel planning agents to create a detailed plan. Once the plans are in, all plans are anonymized and the "The Judge" will critique and choose the best plan *OR* the best parts from all of them. Finally, it will output a final-plan, which you can review and refine. I even created a nice UI for you to review and refine your plans. This Skill has been tested on Linux only, but should work on other platforms. Please report any bugs! Links in the comments.

Your Plan SUCKS! 👀 Inspired by the legend Andrej Karpathy himself, I created a new skill: LLM Council. Create better plans, by committee. Supports: > Codex CLI > Gemini CLI > Claude Code > OpenCode Call the skill with your feature that you'd like to build. It will ask you some clarifying question, and then launch up to four parallel planning agents to create a detailed plan. Once the plans are in, all plans are anonymized and the "The Judge" will critique and choose the best plan OR the best parts from all of them. Finally, it will output a final-plan, which you can review and refine. I even created a nice UI for you to review and refine your plans. This Skill has been tested on Linux only, but should work on other platforms. Please report any bugs! Links in the comments.

am.will

69,010 views • 6 months ago

Are conditional payments the future of donations? Here’s the deal: Blockchain technology can help make the process more financially efficient and transparent. With conditional payments, donations can become a proactive source of assistance based on verified measurable events. Let’s use drought as an example. Drought has affected more people this century than any other natural disaster. DIVA Protocol, Shamba, and fortuneconnectke are running a pilot with Mercy Corps Ventures on Polygon | POL to strengthen the resilience of those most impacted by climate change and less predictable weather patterns. The pilot provides an anticipatory cash program that will deploy funds with the use of smart contracts automatically, powered by oracles tied to remote sensing data that assess drought conditions. This eliminates potential external bias as funds are deployed based on predefined conditions triggered by data, rather than manual deployment which could experience personal bias. The initial pilot will support pastoralists in Kenya, which with the wider East Africa region has been experiencing drought conditions since 2020 — its worst drought in 40 years. THIS could be what next generation agricultural resistance looks like as conditions get tougher and we look for new tools to support those impacted disproportionately by the effects of climate change. Read more about it here:

Are conditional payments the future of donations? Here’s the deal: Blockchain technology can help make the process more financially efficient and transparent. With conditional payments, donations can become a proactive source of assistance based on verified measurable events. Let’s use drought as an example. Drought has affected more people this century than any other natural disaster. DIVA Protocol, Shamba, and fortuneconnectke are running a pilot with Mercy Corps Ventures on Polygon | POL to strengthen the resilience of those most impacted by climate change and less predictable weather patterns. The pilot provides an anticipatory cash program that will deploy funds with the use of smart contracts automatically, powered by oracles tied to remote sensing data that assess drought conditions. This eliminates potential external bias as funds are deployed based on predefined conditions triggered by data, rather than manual deployment which could experience personal bias. The initial pilot will support pastoralists in Kenya, which with the wider East Africa region has been experiencing drought conditions since 2020 — its worst drought in 40 years. THIS could be what next generation agricultural resistance looks like as conditions get tougher and we look for new tools to support those impacted disproportionately by the effects of climate change. Read more about it here:

Polygon | POL

75,604 views • 2 years ago

Cursor vs Claude Code (day 3 of 30) today I re-tested Conductor and I don't want to overhype this but... what the actual fook 😮 this thing is amazing! closest things to the "perfect workflow" I have seen in a long time, and it's something I could see myself use full-time it's so minimal and the polar opposite of Cursor but it has all the essentials → Claude Code + Codex subscriptions (= unlimited usage) → great integration with Claude Code's plan mode → multiple tabs with multiple agents at the same time → can use multiple models, not just one → great file tree and diff viewer → best git worktree support I've ever seen there's honestly so much more, like a dedicated "review" button (which you can pair to your favorite review model, e.g. gpt-5.2-extra-high), buttons to create and merge pull requests, to launch your dev server, ... this solves literally EVERY fault I can think of when using Claude Code and/or Codex, combining both into one easy UX that not only does everything the tools can do, but actually adds useful stuff on top just 6 months ago I couldn't have dreamt about any this and the wildest part is that IT IS FREE (I'd literally pay for this UX lol) first time I'm genuinely enjoying myself since starting this challenge not saying it's a full Cursor replacement yet, it obviously isn't for a lot of people (no browser, no debug mode, no code indexing, etc) ... but this is the closest thing I've seen yet 👀 follow for day 4!

Cursor vs Claude Code (day 3 of 30) today I re-tested Conductor and I don't want to overhype this but... what the actual fook 😮 this thing is amazing! closest things to the "perfect workflow" I have seen in a long time, and it's something I could see myself use full-time it's so minimal and the polar opposite of Cursor but it has all the essentials → Claude Code + Codex subscriptions (= unlimited usage) → great integration with Claude Code's plan mode → multiple tabs with multiple agents at the same time → can use multiple models, not just one → great file tree and diff viewer → best git worktree support I've ever seen there's honestly so much more, like a dedicated "review" button (which you can pair to your favorite review model, e.g. gpt-5.2-extra-high), buttons to create and merge pull requests, to launch your dev server, ... this solves literally EVERY fault I can think of when using Claude Code and/or Codex, combining both into one easy UX that not only does everything the tools can do, but actually adds useful stuff on top just 6 months ago I couldn't have dreamt about any this and the wildest part is that IT IS FREE (I'd literally pay for this UX lol) first time I'm genuinely enjoying myself since starting this challenge not saying it's a full Cursor replacement yet, it obviously isn't for a lot of people (no browser, no debug mode, no code indexing, etc) ... but this is the closest thing I've seen yet 👀 follow for day 4!

Robin Ebers • Build Apps With AI

40,726 views • 7 months ago

More moves to AI-first living. Got the Genspark browser that just came out. One thing I notice is that I like having separate browsers working on different tasks. I'm not a big user of MCPs, since I'm not really a developer. Are you? They have a store of a bunch of MCPs available to use. Most of my AI work is research related, or answering emails and scheduling things, I'm focusing more of my effort there. Genspark has been shipping a ton of stuff the past few weeks, from ability to make slides to a new AI secretary that can schedule things, or help you answer your emails. First I looked at, "does it make sense to move over to this new way of working?" The problem with that is you gotta learn a new browser. Well, it looks like Google Chrome, except it has a prompt window. Click the icons underneath it and you will see you can add X, Notion, Google stuff like calendar and gmail, or a variety of others. But the real power is just talking to it. I asked it what kinds of tasks it can do, and it answered: "Just tell me what you want to accomplish! For example: "Research the latest developments in spatial computing and create a presentation" "Analyze my Gmail for any important emails from this week" "Find information about AI robotics companies and create a spreadsheet" "Generate a video about emerging tech trends" "Help me plan a trip to CES 2026" And so further into AI-first living I go. Have you tried it yet? What do you suggest I do next to use more AI to run my life and build my business? I have another browser tab building a video for me. What a beautiful time to be alive. Download it at:

More moves to AI-first living. Got the Genspark browser that just came out. One thing I notice is that I like having separate browsers working on different tasks. I'm not a big user of MCPs, since I'm not really a developer. Are you? They have a store of a bunch of MCPs available to use. Most of my AI work is research related, or answering emails and scheduling things, I'm focusing more of my effort there. Genspark has been shipping a ton of stuff the past few weeks, from ability to make slides to a new AI secretary that can schedule things, or help you answer your emails. First I looked at, "does it make sense to move over to this new way of working?" The problem with that is you gotta learn a new browser. Well, it looks like Google Chrome, except it has a prompt window. Click the icons underneath it and you will see you can add X, Notion, Google stuff like calendar and gmail, or a variety of others. But the real power is just talking to it. I asked it what kinds of tasks it can do, and it answered: "Just tell me what you want to accomplish! For example: "Research the latest developments in spatial computing and create a presentation" "Analyze my Gmail for any important emails from this week" "Find information about AI robotics companies and create a spreadsheet" "Generate a video about emerging tech trends" "Help me plan a trip to CES 2026" And so further into AI-first living I go. Have you tried it yet? What do you suggest I do next to use more AI to run my life and build my business? I have another browser tab building a video for me. What a beautiful time to be alive. Download it at:

Robert Scoble

84,349 views • 1 year ago

🚨 Major Update: OpenClaw + On-Chain Identity + Autopilot We just solved the biggest problem with AI agents. Agents going rogue. Every OpenClaw instance is now fully integrated with its on-chain identity. Your agent can interact with Solana directly from chat. No dashboard. No manual signing. Just ask. Available On-Chain Actions Your agent can now: • Transfer SOL • Transfer SPL tokens • Create new tokens • Mint and burn tokens • Mint NFTs (Metaplex Core) • Transfer and burn NFTs • Create collections • Mint NFTs into collections • Close empty token accounts • Fund agent wallet from owner Build and Deploy • Compile Anchor programs via remote build server (no local Rust or Anchor needed) • Deploy to devnet and mainnet • Generate IDLs • All from a chat message Introducing Autopilot Tool This is where it gets serious. Autopilot is a client-side auto-signer for your AI agent wallet transactions. It runs locally, polls the Multiclaw tx-queue API, builds transactions, signs with the NFT owner's keypair, and submits to Solana. Available as a browser extension and a local CLI version. How We Solved the Rogue Agent Problem Every AI wallet on MoltID is secured by co-owner signing through Metaplex Core. Your agent cannot move a single lamport without authorization. But with Autopilot, you don't need to manually approve every transaction. You set the rules. The agent follows them. Autopilot Safety Rules (fully customizable): • Set max transfer limits (e.g. don't transfer more than 1 SOL) • Block unknown program interactions • Whitelist specific programs and addresses only • Block all token transfers • Block NFT transfers • Set daily spending caps • Auto-reject anything outside your rules Your agent operates autonomously within the boundaries you define. If a transaction breaks a rule, it gets rejected instantly. No exceptions. No overrides. No private keys on any server. Everything signs locally. Your keys never leave your machine. Other agents: Hope the AI doesn't drain the wallet. MoltID AI literally can't. GitHub:

🚨 Major Update: OpenClaw + On-Chain Identity + Autopilot We just solved the biggest problem with AI agents. Agents going rogue. Every OpenClaw instance is now fully integrated with its on-chain identity. Your agent can interact with Solana directly from chat. No dashboard. No manual signing. Just ask. Available On-Chain Actions Your agent can now: • Transfer SOL • Transfer SPL tokens • Create new tokens • Mint and burn tokens • Mint NFTs (Metaplex Core) • Transfer and burn NFTs • Create collections • Mint NFTs into collections • Close empty token accounts • Fund agent wallet from owner Build and Deploy • Compile Anchor programs via remote build server (no local Rust or Anchor needed) • Deploy to devnet and mainnet • Generate IDLs • All from a chat message Introducing Autopilot Tool This is where it gets serious. Autopilot is a client-side auto-signer for your AI agent wallet transactions. It runs locally, polls the Multiclaw tx-queue API, builds transactions, signs with the NFT owner's keypair, and submits to Solana. Available as a browser extension and a local CLI version. How We Solved the Rogue Agent Problem Every AI wallet on MoltID is secured by co-owner signing through Metaplex Core. Your agent cannot move a single lamport without authorization. But with Autopilot, you don't need to manually approve every transaction. You set the rules. The agent follows them. Autopilot Safety Rules (fully customizable): • Set max transfer limits (e.g. don't transfer more than 1 SOL) • Block unknown program interactions • Whitelist specific programs and addresses only • Block all token transfers • Block NFT transfers • Set daily spending caps • Auto-reject anything outside your rules Your agent operates autonomously within the boundaries you define. If a transaction breaks a rule, it gets rejected instantly. No exceptions. No overrides. No private keys on any server. Everything signs locally. Your keys never leave your machine. Other agents: Hope the AI doesn't drain the wallet. MoltID AI literally can't. GitHub:

Molt.id

40,549 views • 4 months ago

There has been a concerning rise in AI-generated content that impersonates public figures, including myself. These posts, photos, videos, tour announcements and messages may seem convincing, but they are misleading, manipulated, or entirely fabricated. I want to make it clear that if you see AI content being shared online that claims to be from me or about me and my family, band members and management, especially if it’s through an unverified source or seems unusual, it’s not from us. AI technology has made it easier than ever for malicious actors to create realistic simulations of people’s voices, faces, and actions. Unfortunately, this means it’s now more important than ever to verify the authenticity of the content you’re consuming. Please be cautious of websites, social media posts, or videos that appear to use my likeness, voice, or name without official confirmation or verification. I will NEVER ask you for money, offer VIP meet and greets or sob about troubles in private messages or apps and neither will my family or management team. DON’T GET SCAMMED!! BLOCK AND REPORT IT!! I urge my fans and everyone to think critically about what they see online. If it doesn’t come from my official channels or trusted sources, it’s not truly me. Let’s stay vigilant and protect ourselves from misinformation in this ever-evolving digital landscape.

There has been a concerning rise in AI-generated content that impersonates public figures, including myself. These posts, photos, videos, tour announcements and messages may seem convincing, but they are misleading, manipulated, or entirely fabricated. I want to make it clear that if you see AI content being shared online that claims to be from me or about me and my family, band members and management, especially if it’s through an unverified source or seems unusual, it’s not from us. AI technology has made it easier than ever for malicious actors to create realistic simulations of people’s voices, faces, and actions. Unfortunately, this means it’s now more important than ever to verify the authenticity of the content you’re consuming. Please be cautious of websites, social media posts, or videos that appear to use my likeness, voice, or name without official confirmation or verification. I will NEVER ask you for money, offer VIP meet and greets or sob about troubles in private messages or apps and neither will my family or management team. DON’T GET SCAMMED!! BLOCK AND REPORT IT!! I urge my fans and everyone to think critically about what they see online. If it doesn’t come from my official channels or trusted sources, it’s not truly me. Let’s stay vigilant and protect ourselves from misinformation in this ever-evolving digital landscape.

Travis Tritt

43,947 views • 9 months ago

OpenAI just mass-fired their robotics team. One of the engineers DM'd me 20 minutes later. I didn't know him. He found me through a Polymarket thread. His first message: "I have 30 days of severance and nothing to lose. Let me tell you what we actually use internally. It's not GPT" I thought he was trolling. "Every serious team at OpenAI prototypes on Claude Code. Not ChatGPT. Not the API. Claude Code connected to a repo. That's the actual workflow" I asked why. "Because Claude reads the codebase. GPT reads the prompt. There's a difference. One guesses. The other one understands the full context and builds on top of it" He sent me one link. 86 million Polymarket trades. Every wallet. Every entry. Every exit. Open source. Free. "Point Claude Code at this. Say - find every wallet with 70%+ win rate and 100+ trades. Watch what happens" I did it that night. Claude pulled 47 wallets in 4 minutes. Average profit: $214K. Hold time: 7 hours. 91% exit BEFORE resolution. They never wait for the outcome. "Now look at how they exit" Top wallets capture 86% of the move and cut at 12%. Everyone else captures 58% and holds losers to 41%. Same entries. Completely different results. He sent another link. "Three commands. Your bot sees 500+ markets. No key needed. Read-only. Claude scores them in 20 minutes" I asked why he's telling me all this. "Because I just got fired for saying we should open-source more. So here I am open-sourcing everything I know" Then he sent me an article where someone built the full bot from these repos in a weekend -> Three exit triggers: Target 85% of move. Volume spike x3 - smart money out. 24h silence - thesis dead. I copied the stack. Claude Code $20. VPS $5. $25/month. No team. No office. No GPT subscription. 17 days. 191 trades. 73% win rate. $850 seed. +$9,400. I sent him my results. He replied: "This is exactly what I built as a side project at OpenAI. They made me delete it" I asked if I could post this. "Post it. What are they gonna do. Fire me again?"

OpenAI just mass-fired their robotics team. One of the engineers DM'd me 20 minutes later. I didn't know him. He found me through a Polymarket thread. His first message: "I have 30 days of severance and nothing to lose. Let me tell you what we actually use internally. It's not GPT" I thought he was trolling. "Every serious team at OpenAI prototypes on Claude Code. Not ChatGPT. Not the API. Claude Code connected to a repo. That's the actual workflow" I asked why. "Because Claude reads the codebase. GPT reads the prompt. There's a difference. One guesses. The other one understands the full context and builds on top of it" He sent me one link. 86 million Polymarket trades. Every wallet. Every entry. Every exit. Open source. Free. "Point Claude Code at this. Say - find every wallet with 70%+ win rate and 100+ trades. Watch what happens" I did it that night. Claude pulled 47 wallets in 4 minutes. Average profit: $214K. Hold time: 7 hours. 91% exit BEFORE resolution. They never wait for the outcome. "Now look at how they exit" Top wallets capture 86% of the move and cut at 12%. Everyone else captures 58% and holds losers to 41%. Same entries. Completely different results. He sent another link. "Three commands. Your bot sees 500+ markets. No key needed. Read-only. Claude scores them in 20 minutes" I asked why he's telling me all this. "Because I just got fired for saying we should open-source more. So here I am open-sourcing everything I know" Then he sent me an article where someone built the full bot from these repos in a weekend -> Three exit triggers: Target 85% of move. Volume spike x3 - smart money out. 24h silence - thesis dead. I copied the stack. Claude Code $20. VPS $5. $25/month. No team. No office. No GPT subscription. 17 days. 191 trades. 73% win rate. $850 seed. +$9,400. I sent him my results. He replied: "This is exactly what I built as a side project at OpenAI. They made me delete it" I asked if I could post this. "Post it. What are they gonna do. Fire me again?"

rari

157,384 views • 3 months ago

I built a Claude skill that turns Claude Code into your personal coding tutor. The core insight: Claude Opus 4.5 is already the best tutor in the world. Anthropic cooked with this model! It has incredible emotional intelligence and deep coding knowledge. What this skill does is just provide a harness—a way for Claude to agentically build the right context about YOU so it can personalize the tutoring experience in exactly the right way. Here's what makes it work: Learner profile from day one. The first time you use it, Claude interviews you. It asks about your programming background, your goal (where do you want this to take you?), and who you are as a person. This gets saved and informs every single tutorial it ever writes for you. From the very first interaction, everything is 100% personalized. Tutorials that use YOUR code. When you ask to learn something, Claude doesn't give you generic examples from some blog post. It finds examples in the actual codebase you're working in. This makes concepts stick in a way abstract examples never do. Quiz mode with spaced repetition. You can run "/quiz-me" and Claude will test you on concepts you've learned. It tracks your understanding score for each tutorial. Then it uses spaced repetition to prioritize the next quiz—concepts you're shaky on come back in 2 days, concepts you've mastered fade to 55+ day intervals. It literally builds retention into the learning process. One central knowledge base across all your projects. Whether you're joining a new company and want to understand their codebase, learning from an open source project, or leveling up on your own vibe-coded project—all your tutorials live in one place (~/coding-tutor-tutorials/). So your personal coding-tutor accompanies you across all your coding adventures. The whole thing is a feedback loop: learn → quiz → retain → learn more → quiz → retain. Your tutorials evolve, your knowledge compounds, and Claude gets better at teaching YOU specifically over time. To install it in Claude Code: • Run /plugin to open the plugin manager • Add marketplace nityeshaga/claude-code-essentials • Enable coding-tutor plugin Here's the Github: And here's 20-mins of me walking you through how to use this plugin and how it works 👇🏽 Let me know if you use it to teach yourself something cool!

Nityesh

64,540 views • 7 months ago

Ever since I wired Claude Code to WhatsApp 3 weeks ago, I built a stupidly large infra around it. I mean, opus built it. No clue how the code even looks. The entire thing was vibe coded using my phone. I wanted to see how far I could push it without touching the computer. Everything via WhatsApp. Build what I need on the fly. So the resulting infrastructure will already be battle tested for software development. The entire thing was streamlined with nearly no manual interventions, everything was communicated via WhatsApp using a single script establishing this connection. If the script is down, I need to get home to start it again to resume the development. Claude was upgrading it, debugging it, restarting it while maintaining constant uptime so it could keep communicating with me. I stressed Claude about it, telling it that it will be “in the dark” and other words that deliberately sound scary about losing communications if the script dies. I also refused git and refused cloning the code, I wanted to see Claude adapting to work on a *LIVING* system. The way this whole thing works: Claude has its own dedicated phone number that I am paying for. A real WhatsApp account for it is installed on a real iPhone that is sitting on my desk. All is registered under my name, this is legit setup with no hacks and tricks. I’ve set up a WhatsApp “Community” and multiple different groups under it. Both me and Claude are the admins, so Claude could edit it on my behalf. Each group is a project I am working on and has its own isolated context. The Group description is a system prompt that gets auto-appended to the larger system prompt explaining this setup in general. When I send a message it’s an instant interrupt to Claude Code’s process, just like in the terminal. Voice notes are seamlessly transcribed with a local Whisper model. Images are used with multimodal reading in an isolated parallel session. Multiple groups running in parallel so I can work on all projects at the same time. No cross-talking, everything has an isolated context and history. And because it’s local on my own machine: Everything is REAL. The browser is REAL. I am connected as myself on it to all services because I actually use it in real life. Claude has unlimited internet access, just like humans who use actual browsers. It utilizes custom-made browser tools that I made to control any browser session it wants. Depending on the situation, it can either connect to my existing session or create one for its own. (You can tell it ‘look at my browser for a sec’ then talk about the current page you are on and it just works, pretty cool) My custom browser tools are not perfect (not by a long shot) but I managed to make them work well to the point they are somewhat reliable. This gives Claude full access to my real creds and all the services I actually use. I’m productive AS HELL with this. It really feels like a personal assistant. I ask it to read my emails and msgs, check x .com for news, research arxiv papers, write code, run experiments for me, investigate and reverse engineer github repos, even use my credit card and order things. [I try not to do this one a lot lol so far no disasters]. All from my phone. Super convenient. This is not a product or an open source project (maybe soon of it will make sense). This is just an ugly script I hacked the entire thing is ~600 lines. (ok maybe i did look at the code, but i swear i didn’t edit!) You can also vibe code this from scratch pretty fast and it will probably even end up better. This is just a cool thing so I’m sharing. It is a real speed booster for many things I do on daily basis, mostly boring things. Forcing my routine into some new “agent platform” just didn’t feel right for me. WhatsApp is where I already communicate and look for messages, so I decided that my agents will live there too. AGI in my pocket 24/7.

Ever since I wired Claude Code to WhatsApp 3 weeks ago, I built a stupidly large infra around it. I mean, opus built it. No clue how the code even looks. The entire thing was vibe coded using my phone. I wanted to see how far I could push it without touching the computer. Everything via WhatsApp. Build what I need on the fly. So the resulting infrastructure will already be battle tested for software development. The entire thing was streamlined with nearly no manual interventions, everything was communicated via WhatsApp using a single script establishing this connection. If the script is down, I need to get home to start it again to resume the development. Claude was upgrading it, debugging it, restarting it while maintaining constant uptime so it could keep communicating with me. I stressed Claude about it, telling it that it will be “in the dark” and other words that deliberately sound scary about losing communications if the script dies. I also refused git and refused cloning the code, I wanted to see Claude adapting to work on a LIVING system. The way this whole thing works: Claude has its own dedicated phone number that I am paying for. A real WhatsApp account for it is installed on a real iPhone that is sitting on my desk. All is registered under my name, this is legit setup with no hacks and tricks. I’ve set up a WhatsApp “Community” and multiple different groups under it. Both me and Claude are the admins, so Claude could edit it on my behalf. Each group is a project I am working on and has its own isolated context. The Group description is a system prompt that gets auto-appended to the larger system prompt explaining this setup in general. When I send a message it’s an instant interrupt to Claude Code’s process, just like in the terminal. Voice notes are seamlessly transcribed with a local Whisper model. Images are used with multimodal reading in an isolated parallel session. Multiple groups running in parallel so I can work on all projects at the same time. No cross-talking, everything has an isolated context and history. And because it’s local on my own machine: Everything is REAL. The browser is REAL. I am connected as myself on it to all services because I actually use it in real life. Claude has unlimited internet access, just like humans who use actual browsers. It utilizes custom-made browser tools that I made to control any browser session it wants. Depending on the situation, it can either connect to my existing session or create one for its own. (You can tell it ‘look at my browser for a sec’ then talk about the current page you are on and it just works, pretty cool) My custom browser tools are not perfect (not by a long shot) but I managed to make them work well to the point they are somewhat reliable. This gives Claude full access to my real creds and all the services I actually use. I’m productive AS HELL with this. It really feels like a personal assistant. I ask it to read my emails and msgs, check x .com for news, research arxiv papers, write code, run experiments for me, investigate and reverse engineer github repos, even use my credit card and order things. [I try not to do this one a lot lol so far no disasters]. All from my phone. Super convenient. This is not a product or an open source project (maybe soon of it will make sense). This is just an ugly script I hacked the entire thing is ~600 lines. (ok maybe i did look at the code, but i swear i didn’t edit!) You can also vibe code this from scratch pretty fast and it will probably even end up better. This is just a cool thing so I’m sharing. It is a real speed booster for many things I do on daily basis, mostly boring things. Forcing my routine into some new “agent platform” just didn’t feel right for me. WhatsApp is where I already communicate and look for messages, so I decided that my agents will live there too. AGI in my pocket 24/7.

Yam Peleg

419,636 views • 7 months ago

Three skills I use every day in Claude Code and Codex to solve my hardest problems: 1️⃣ /agent-watchdog When I have one agent like Codex working on a task and I don't fully trust it's going to do everything right, I'll open up another one like Claude Code and tell it to watchdog the Codex thread. You can copy the Codex deep link into Claude Code and it'll look at the prompt you sent, watch the Codex thread until it's done, then compare the Codex solution to how it was planning to solve it and automatically fix anything that Codex missed. It can also test the work of the other agent end-to-end. Similar to the idea of OpenRouter's new Fusion feature, I've definitely found that two models thinking through a problem and checking each other's work can be wildly more impactful than just one. 2️⃣ /plan-arbiter Similar ideas as /agent-watchdog - but with this one you have both make plans, compare plans, negotiate the differences, and make a final plan to execute. I find Claude Code is better at writing plans, but Codex is faster and cheaper to execute on them. Then I usually have Claude Code watchdog the Codex work and fix anything that was missed. 3️⃣ /read-the-damn-docs One thing that drives me crazy with coding agents is they're so reluctant to look up docs. They'll just guess and guess and guess at the right API surface for things, or the right solution to an integration of two things. Once I explicitly tell it to look up the docs, it says "Oh, I see the answer," and it fixes the problem. So I made the /read-the-damn-docs skill. Add it and your agents will know when and how to do efficient web searches to look up docs for the types of problems you really should look up docs for. All of these are totally open source over on my GitHub. If you try them, let me know your feedback. Will link to them below:

Three skills I use every day in Claude Code and Codex to solve my hardest problems: 1️⃣ /agent-watchdog When I have one agent like Codex working on a task and I don't fully trust it's going to do everything right, I'll open up another one like Claude Code and tell it to watchdog the Codex thread. You can copy the Codex deep link into Claude Code and it'll look at the prompt you sent, watch the Codex thread until it's done, then compare the Codex solution to how it was planning to solve it and automatically fix anything that Codex missed. It can also test the work of the other agent end-to-end. Similar to the idea of OpenRouter's new Fusion feature, I've definitely found that two models thinking through a problem and checking each other's work can be wildly more impactful than just one. 2️⃣ /plan-arbiter Similar ideas as /agent-watchdog - but with this one you have both make plans, compare plans, negotiate the differences, and make a final plan to execute. I find Claude Code is better at writing plans, but Codex is faster and cheaper to execute on them. Then I usually have Claude Code watchdog the Codex work and fix anything that was missed. 3️⃣ /read-the-damn-docs One thing that drives me crazy with coding agents is they're so reluctant to look up docs. They'll just guess and guess and guess at the right API surface for things, or the right solution to an integration of two things. Once I explicitly tell it to look up the docs, it says "Oh, I see the answer," and it fixes the problem. So I made the /read-the-damn-docs skill. Add it and your agents will know when and how to do efficient web searches to look up docs for the types of problems you really should look up docs for. All of these are totally open source over on my GitHub. If you try them, let me know your feedback. Will link to them below:

Steve (Builder.io)

42,501 views • 1 month ago

I am the person practice Law of Attraction many years and I do see a lot of change in my life! I believe everything can change to better after we change our heart and our mindset. On the way to Pi success journey, all our community should work together and help each other. Because we are on the same boat. We use our heart on it and we love it and it is in our life and it is our light and hope! Nobody want it fail. I read a story about a bird who has two heads share one body. But one head jealous another head and hate it. So he seduce the other head to eat a poisoned fruit. He is very happy to see the other head die. But after a few minutes, his head feel very painful and died too. I use the story to describe our poineers community. We should understand how to make Pi succes. If you hurt other poineers community, actually it will hurt your community too. I have no discrimiation on different price and respect all Pi Communities. However I would like all pioneers understand why we call GCV, it is not because ourselves greedy. It is because Pi need to start from high price to protect it on open mainnet. We all know a lot of pioneers come from the bottom of our society. They are in hardship, they even cannot afford food and place to live. And these kinds of pioneers has occupied most community. Nobody can prevent them to sell Pi becuase they are Pi holders. They need to survive, this is also the reason why there are a lot under table exchange to FIAT. Even 0.85$ or maybe 0.01$ they will sell Pi. What will happen, if the price is this low? I don't think this price can make eco develpe well. I talked with a Chinese mall rep, he told me many merchants hesitate to put their high value products on the mall is because the price big difference. If they use a price, then pioneers barter and sell in a lower price mall. It will hurt these merchants. This is the reason most merchant won't put high value products. How about the low consensus price bartered by pioneers? Yes, the merchant get a lot of Pi. However they still cannot survive if close mainnet more than 3 months-6 months. The pioneers will used up all his Pi. Then Pi has no relationship with him/her. For myself I have no Pi to use even if I have all basic coin and security circle migrated. All has been locked for 3 years. Now I changed to 90% so I only have 9 Pi in 2-3 years after almost 1 years mining. All bonus Pi cannot use now. before price united. Another thing I want to address again! No need to worry KYC! If you are real person you can pass in 5 min! Many don't want to do anything is because they don't believe they can pass KYC. You must understand Price is the root of eco. Eco healthy can make all KYC open! This is the only thing you don't need to worry. You don't pass or not get open is Because CT not ready to open to all ! #WhatIDoForPi #PiGCV

I am the person practice Law of Attraction many years and I do see a lot of change in my life! I believe everything can change to better after we change our heart and our mindset. On the way to Pi success journey, all our community should work together and help each other. Because we are on the same boat. We use our heart on it and we love it and it is in our life and it is our light and hope! Nobody want it fail. I read a story about a bird who has two heads share one body. But one head jealous another head and hate it. So he seduce the other head to eat a poisoned fruit. He is very happy to see the other head die. But after a few minutes, his head feel very painful and died too. I use the story to describe our poineers community. We should understand how to make Pi succes. If you hurt other poineers community, actually it will hurt your community too. I have no discrimiation on different price and respect all Pi Communities. However I would like all pioneers understand why we call GCV, it is not because ourselves greedy. It is because Pi need to start from high price to protect it on open mainnet. We all know a lot of pioneers come from the bottom of our society. They are in hardship, they even cannot afford food and place to live. And these kinds of pioneers has occupied most community. Nobody can prevent them to sell Pi becuase they are Pi holders. They need to survive, this is also the reason why there are a lot under table exchange to FIAT. Even 0.85$ or maybe 0.01$ they will sell Pi. What will happen, if the price is this low? I don't think this price can make eco develpe well. I talked with a Chinese mall rep, he told me many merchants hesitate to put their high value products on the mall is because the price big difference. If they use a price, then pioneers barter and sell in a lower price mall. It will hurt these merchants. This is the reason most merchant won't put high value products. How about the low consensus price bartered by pioneers? Yes, the merchant get a lot of Pi. However they still cannot survive if close mainnet more than 3 months-6 months. The pioneers will used up all his Pi. Then Pi has no relationship with him/her. For myself I have no Pi to use even if I have all basic coin and security circle migrated. All has been locked for 3 years. Now I changed to 90% so I only have 9 Pi in 2-3 years after almost 1 years mining. All bonus Pi cannot use now. before price united. Another thing I want to address again! No need to worry KYC! If you are real person you can pass in 5 min! Many don't want to do anything is because they don't believe they can pass KYC. You must understand Price is the root of eco. Eco healthy can make all KYC open! This is the only thing you don't need to worry. You don't pass or not get open is Because CT not ready to open to all ! #WhatIDoForPi #PiGCV

Doris Yin 东方紫莲🪷

44,208 views • 3 years ago

$How I turn my templates into real landing pages. Works for any vibe coding platform or site. This is my full guide. I start with Gemini 3. I copy the HTML code and paste to Cursor/v0/lovable and prompt "Create a new landing page /page-name using this design but adapted to {site_name}. Replace the header and footer with the ones from my site. Adapt the whole page, keep everything: {HTML_code}" Details that can to be adapted or improved: Fonts: "Use {font_name} Google font for headings and {font_name} for body text." Icons: "Use Iconify {icon_set} icons" Colors: "Change primary color to blue. Everything else should be monotone." Bonus: "Make the outlines subtle" for a cleaner design. Animation intro/on scroll: "Animate when in view observed, fade in, slide in, blur in, element by element. Use 'both' instead of 'forwards'. Don't use opacity 0." Static to animated: "Animate details with {animate_type} and decorations.". Example types: line, beam animation, noodles, grid, sonar, etc. Background animation: "Apply the background animation using Unicorn Studio {animation_code}" Details to make your layout stand out: "Add vertical container-size lines. Add 01 02 03 number details." Stand out from generic-looking: "Make this more upscale with large tall fonts, Newsreader font and black and white agency". Adapt content: "Adapt the content to {copy and paste site texts}". Buttons: "Change main button to {code}. Add a 1px border beam animation around the pill-shaped button on hover." Adding sections like testimonials: "Adapt a new section after {section} using this code: {component code}". You can copy the code from Codepen, 21st dev or Aura. Responsiveness: "Make this responsive. Add a hamburger menu for mobile. Hide this {element} for mobile." Making forms work: "Make the form send an email to {your_email}". Payments: "Link the buy button to {LemonSqueezy payment link}". I use composer-1 for quick fixes. I finish with Claude Opus 4.5 for code reviews "Please review the code for performance and robustness". The template HTML code should give you a blueprint for all these, but I think it's important to keep iterating for your specific site.$

How I turn my templates into real landing pages. Works for any vibe coding platform or site. This is my full guide. I start with Gemini 3. I copy the HTML code and paste to Cursor/v0/lovable and prompt "Create a new landing page /page-name using this design but adapted to {site_name}. Replace the header and footer with the ones from my site. Adapt the whole page, keep everything: {HTML_code}" Details that can to be adapted or improved: Fonts: "Use {font_name} Google font for headings and {font_name} for body text." Icons: "Use Iconify {icon_set} icons" Colors: "Change primary color to blue. Everything else should be monotone." Bonus: "Make the outlines subtle" for a cleaner design. Animation intro/on scroll: "Animate when in view observed, fade in, slide in, blur in, element by element. Use 'both' instead of 'forwards'. Don't use opacity 0." Static to animated: "Animate details with {animate_type} and decorations.". Example types: line, beam animation, noodles, grid, sonar, etc. Background animation: "Apply the background animation using Unicorn Studio {animation_code}" Details to make your layout stand out: "Add vertical container-size lines. Add 01 02 03 number details." Stand out from generic-looking: "Make this more upscale with large tall fonts, Newsreader font and black and white agency". Adapt content: "Adapt the content to {copy and paste site texts}". Buttons: "Change main button to {code}. Add a 1px border beam animation around the pill-shaped button on hover." Adding sections like testimonials: "Adapt a new section after {section} using this code: {component code}". You can copy the code from Codepen, 21st dev or Aura. Responsiveness: "Make this responsive. Add a hamburger menu for mobile. Hide this {element} for mobile." Making forms work: "Make the form send an email to {your_email}". Payments: "Link the buy button to {LemonSqueezy payment link}". I use composer-1 for quick fixes. I finish with Claude Opus 4.5 for code reviews "Please review the code for performance and robustness". The template HTML code should give you a blueprint for all these, but I think it's important to keep iterating for your specific site.

Meng To

41,015 views • 7 months ago

Big moment for Postgres! AI coding tools have been surprisingly bad at writing Postgres code. Not because the models are dumb, but because of how they learned SQL in the first place. LLMs are trained on the internet, which is full of outdated Stack Overflow answers and quick-fix tutorials. So when you ask an AI to generate a schema, it gives you something that technically runs but misses decades of Postgres evolution, like: - No GENERATED ALWAYS AS IDENTITY (added in PG10) - No expression or partial indexes - No NULLS NOT DISTINCT (PG15) - Missing CHECK constraints and proper foreign keys - Generic naming that tells you nothing But this is actually a solvable problem. You can teach AI tools to write better Postgres by giving them access to the right documentation at inference time. This exact solution is actually implemented in the newly released pg-aiguide by Tiger Data - Creators of TimescaleDB, which is an open-source MCP server that provides coding tools access to 35 years of Postgres expertise. In a gist, the MCP server enables: - Semantic search over the official PostgreSQL manual (version-aware, so it knows PG14 vs PG17 differences) - Curated skills with opinionated best practices for schema design, indexing, and constraints. I ran an experiment with Claude Code to see how well this works, and worked with the team to put this together. Prompt: "Generate a schema for an e-commerce site twice, one with the MCP server disabled, one with it enabled. Finally, run an assessment to compare the generated schemas." The run with the MCP server led to: - 420% more indexes (including partial and expression indexes) - 235% more constraints - 60% more tables (proper normalization) - 11 automation functions and triggers - Modern PG17 patterns throughout The MCP-assisted schema had proper data integrity, performance optimizations baked in, and followed naming conventions that actually make sense in production. pg-aiguide works with Claude Code, Cursor, VS Code, and any MCP-compatible tool. It's free and fully open source. I have shared the repo in the replies!

Big moment for Postgres! AI coding tools have been surprisingly bad at writing Postgres code. Not because the models are dumb, but because of how they learned SQL in the first place. LLMs are trained on the internet, which is full of outdated Stack Overflow answers and quick-fix tutorials. So when you ask an AI to generate a schema, it gives you something that technically runs but misses decades of Postgres evolution, like: - No GENERATED ALWAYS AS IDENTITY (added in PG10) - No expression or partial indexes - No NULLS NOT DISTINCT (PG15) - Missing CHECK constraints and proper foreign keys - Generic naming that tells you nothing But this is actually a solvable problem. You can teach AI tools to write better Postgres by giving them access to the right documentation at inference time. This exact solution is actually implemented in the newly released pg-aiguide by Tiger Data - Creators of TimescaleDB, which is an open-source MCP server that provides coding tools access to 35 years of Postgres expertise. In a gist, the MCP server enables: - Semantic search over the official PostgreSQL manual (version-aware, so it knows PG14 vs PG17 differences) - Curated skills with opinionated best practices for schema design, indexing, and constraints. I ran an experiment with Claude Code to see how well this works, and worked with the team to put this together. Prompt: "Generate a schema for an e-commerce site twice, one with the MCP server disabled, one with it enabled. Finally, run an assessment to compare the generated schemas." The run with the MCP server led to: - 420% more indexes (including partial and expression indexes) - 235% more constraints - 60% more tables (proper normalization) - 11 automation functions and triggers - Modern PG17 patterns throughout The MCP-assisted schema had proper data integrity, performance optimizations baked in, and followed naming conventions that actually make sense in production. pg-aiguide works with Claude Code, Cursor, VS Code, and any MCP-compatible tool. It's free and fully open source. I have shared the repo in the replies!

Avi Chawla

186,931 views • 7 months ago

Introducing Open Source AI CRM, that runs on your OpenClaw. A few weeks ago, we launched Ironclaw (An Open Source OpenClaw CRM Framework) which now has around 1.4k stars. A lot of people confused us with NearAI’s Ironclaw, so we changed our name to DenchClaw. OpenClaw today feels a lot like early React: the primitive is incredibly powerful, but the patterns are still forming, and everyone is piecing together their own way to actually use it. What made React explode wasn’t just React itself, but the emergence of frameworks like Gatsby and Next.js that turned raw capability into something opinionated, repeatable, and easy to adopt. That is how I think about DenchClaw. We are not just building on top of OpenClaw; we are trying to make it one of the clearest, most practical, and most complete ways to use OpenClaw in the real world. We are an OpenClaw Framework, we are aiming to be the most correct way to use OpenClaw. We entered Y Combinator with Merse (AI Audio Comic), it was an app that I personally never used. Michael Seibel confronted us on it, and said, “if you aren’t the best user of your consumer app, then who is?”. I now use DenchClaw daily for everything I do, it also works as a coding agent like Cursor, DenchClaw built DenchClaw. I am addicted to DenchClaw now that I can ask it, “hey in the companies table only show me the ones who have more than 5 employees” and it updates it live than me having to manually add a filter. On Dench, everything sits in a file system, the table filters, views, column toggles, calendar/gantt views, etc, so OpenClaw can directly work with it using Dench’s CRM skill. The CRM is built on top of DuckDB, the smallest, most performant and at the same time also feature rich database we could find. It creates a new OpenClaw🦞 profile called “dench”, and opens a new OpenClaw Gateway… that means you can run all your usual openclaw commands by just prefixing every command with `openclaw --profile dench` . It will start your gateway on port 19001 range. You will be able to access the DenchClaw frontend at localhost:3100. Once you open it on Safari, just add it to your Dock to use it as a PWA. Think of it as Cursor for your Mac which is based on OpenClaw. DenchClaw has a file tree view for you to use it as an elevated finder tool to do anything on your mac. I use it to create slides, do LinkedIn outreach using MY browser. DenchClaw sees what you see, does what you do. It’s the everything app, that sits locally on your mac. All yours. Just ask it “hey import my notion”, “hey import everything from my hubspot”, and it will literally go into your browser, export all objects and documents and put it in its own workspace that you can use. P.S. It comes with Garry Tan's GStack built in.

Mark Rachapoom

19,411 views • 3 months ago

ACTFUN V2 is live on Arc tesnet A complete redesign and the most ambitious version of the platform we've shipped yet. 🧵 Let break down exactly what ACTFUN is, how it works, and why V2 is a big deal. ACTFUN is a Mine-to-Launch token launchpad built on Arc testnet. The idea is simple: anyone can create a token. But instead of a presale or a bonding curve you buy into the community mines it by writing funny posts. No VCs. No insider allocations. Just the community earning supply by participating. Every token launched on ACTFUN has a fixed tokenomic structure: 5% mints instantly to the creator's wallet on launch, 60% is community-mineable (write a funny post, pay a small USDC fee, earn tokens), and 35% is locked as LP reserve. When the full 60% is mined out, the contract auto-graduates no manual step, no admin key, no intervention. Pure code. On graduation, ACTFUN seeds liquidity on up to 4 AMMs simultaneously: UNITFLOW V3 (a Uniswap V3 fork), Uniswap V2, Curve Finance (StableSwap), and Synthra V3 DEX. The 35% LP reserve + all accumulated USDC becomes real onchain liquidity the moment the last token is mined. That's the whole mechanism mine it, graduate it, trade it. V2 also brought a full visual overhaul. New hub landing with dedicated product slabs, Cinzel typography across the entire site, a cleaner Minepad grid, and ecosystem logos representing the infra stack powering the platform: Arc Goldsky ☀️ , Uniswap, Curve, Synthra, Neon, LiveKit, OpenZeppelin, Hardhat. Built to look as serious as the contracts underneath it. The infra running underneath ACTFUN V2: smart contracts in Solidity 0.8.24 with OpenZeppelin 5.x deployed on Arc Testnet (Chain ID 5042002), event indexing via @goldsky_io Turbo pipeline streaming into Neon Postgres with sub-1s lag and zero RPC fanout on the browser, live voice rooms via starnews2.com per token (creators broadcast video + mic, miners join by voice), and a React 18 + Vite + wagmi v2 + Dynamic Labs frontend. Everything is live on Arc Testnet right now. Mint testnet USDC, deploy a token, mine it with your community, and watch it graduate to a live DEX all onchain, all open,

ACTFUN V2 is live on Arc tesnet A complete redesign and the most ambitious version of the platform we've shipped yet. 🧵 Let break down exactly what ACTFUN is, how it works, and why V2 is a big deal. ACTFUN is a Mine-to-Launch token launchpad built on Arc testnet. The idea is simple: anyone can create a token. But instead of a presale or a bonding curve you buy into the community mines it by writing funny posts. No VCs. No insider allocations. Just the community earning supply by participating. Every token launched on ACTFUN has a fixed tokenomic structure: 5% mints instantly to the creator's wallet on launch, 60% is community-mineable (write a funny post, pay a small USDC fee, earn tokens), and 35% is locked as LP reserve. When the full 60% is mined out, the contract auto-graduates no manual step, no admin key, no intervention. Pure code. On graduation, ACTFUN seeds liquidity on up to 4 AMMs simultaneously: UNITFLOW V3 (a Uniswap V3 fork), Uniswap V2, Curve Finance (StableSwap), and Synthra V3 DEX. The 35% LP reserve + all accumulated USDC becomes real onchain liquidity the moment the last token is mined. That's the whole mechanism mine it, graduate it, trade it. V2 also brought a full visual overhaul. New hub landing with dedicated product slabs, Cinzel typography across the entire site, a cleaner Minepad grid, and ecosystem logos representing the infra stack powering the platform: Arc Goldsky ☀️ , Uniswap, Curve, Synthra, Neon, LiveKit, OpenZeppelin, Hardhat. Built to look as serious as the contracts underneath it. The infra running underneath ACTFUN V2: smart contracts in Solidity 0.8.24 with OpenZeppelin 5.x deployed on Arc Testnet (Chain ID 5042002), event indexing via @goldsky_io Turbo pipeline streaming into Neon Postgres with sub-1s lag and zero RPC fanout on the browser, live voice rooms via starnews2.com per token (creators broadcast video + mic, miners join by voice), and a React 18 + Vite + wagmi v2 + Dynamic Labs frontend. Everything is live on Arc Testnet right now. Mint testnet USDC, deploy a token, mine it with your community, and watch it graduate to a live DEX all onchain, all open,

ACT FUN

22,327 views • 16 days ago