If you’re a Web3 founder, stop here. Building is not the hard part anymore, getting people to care is! & i’m honestly tired of agencies still pitching the same playbook: >KOLs >CT shills >Points So I’m starting from Day 0 & documenting it publicly: what works & what fails! Ep. 0 ↓

Been watching agents do work I used to spend hours doing manually Not sure I want to go back lol

We’ve been using agents for something at Noah that has nothing to do with writing code Might end up being one of my favorite things we’ve built

We’re announcing something new at @TryNoahAI next week One hint: It has to do with making you get users faster

Noah has always helped with one side of building a company Next week we start touching the other side Guess what it is

Been thinking about this a lot lately. Why can AI build my product but i still have to find every user myself?

Vibe coding created way more builders. Now we need vibe growth.

🔥 TOP 10 HOT CRYPTO PROJECTS ON ROOTDATA 1️⃣ @arc - Raised $222M | #Infra #Layer1 | #a16zcrypto #Circle 2️⃣ @zama - Raised $130M | #FHE #Infra #Privacy 3️⃣ @DeriveXYZ - Raised $6.8M | #DeFi #Derivatives #Options #Layer3 4️⃣ @LaunchOnSF - Raised — | #DeFi #RWA #Launchpad 5️⃣ @zetablockchain - Raised $27M | #Infra #AI #Privacy 6️⃣ @GeniusTerminal - Raised $6M | #DeFi #TradingTerminal #DEX 7️⃣ @UsePaid - Raised — | #Tools #Payment #OnOffRamp 8️⃣ @orbiodotso - Raised — | #Tools #AIAgent #AI 9️⃣ @tarecredit - Raised — | #DeFi #Lending #RWA 🔟 @NEARProtocol - Raised $573M | #Infra #Layer1 #AI 🤔 In last, which project are you watching most closely from this list? 👀

You can vibe code an app. You cannot vibe code users.

Joining Shipyard #2 tomorrow: @sparsh_noahAI from @TryNoahAI 🌊 He’s turning ideas into Solana apps with AI — one prompt at a time. If you’re shipping this season, this is the session.

Just build on @solana with Noah

What happens when a pool almost runs out of one token? Imagine there’s barely any Token B left. Every new buyer is competing for what remains, so B gets extremely expensive. At some point, the swap may not even make sense anymore. Scarcity inside the pool changes everything.

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Selling doesn’t just “push the chart down” If everyone keeps selling Token A: more A enters the pool more B leaves the pool A becomes easier to get, B becomes harder to get. That changing ratio is what moves the price.

We got some amazing builds Congratss to the winners 👏

What happens if everyone keeps buying the same token? Say people keep swapping Token A for Token B. A keeps entering the pool. B keeps leaving. B gets scarcer with every trade, so each next buyer gets a worse rate. Buying pressure is literally changing the pool.

Founders, where are most of your users actually coming from? Curious how different the answer is for everyone.

Liquidity is what makes big trades possible. Make the same swap against two pools: Pool A → lots of liquidity Pool B → very little liquidity The trade barely moves A. It can move B massively. Try building both with @TryNoahAI and watch the difference.

We’ve spent a lot of time making it easier to build. Now we’re working on what happens after you launch.

You can build an entire product with AI now. But finding the right people to use it is still painfully manual. Why hasn’t AI solved this yet?

GPT-6 Astra is now live on Noah. Go see what it can build on @solana ↓