George Fox

This is why Open Source models on decentralised hardware will be a genuinely attractive option

when technology that is complicated for most people to understand is deployed in an absurdly easy way I would say that's when we see an inflection point I'll use myself as an example I'm not a developer & I don't have the knowledge of one it is what it is but I am aware that there are services that are essential to develop any business or idea but these services are so expensive or complex to handle that not only can you not access them due to cost but you also can't develop that idea on your own so you need someone else to do it for you (which makes it even more expensive) & don't even get me started on centralization in this @linq_ai dashboard everything is laid out for us & you just have to choose the template that best fits the idea you have you don't have to configure anything complex on your own crypto should feel like this: use cutting-edge technology without even knowing we're using cutting-edge technology

@pewp3wpow This is becoming a joke

Fuck this completely, let’s hope decentralized AI wins

Want to get into vibe coding? 1. Log into linqprotocol.com 2. Load wallet with $LNQ ($4.59 for 7 days) 3. Deploy #AuraCode Template 4. Enjoy free models or use your own subscriptions

It’s crazy easy to build things on LinqProtocol! …-hwp9ckzt.lp8c8c4366.linqprotocol.com We give you the easiest tunnel based networking setup to quickly share your ideas with the world. Made this in 15min all running locally on a LinqProtocol node (including the LLM running on the GPU)

Your cloud provider can triple your bill tomorrow and there’s nothing you can do about it - until now @linq_ai

Just vibe coded and shipped a fun playable game called Echo Ball in about 5 minutes inspired by the classic Red Ball game. Coming from a non-dev background, I used the new live Aura Code template on #LinqProtocol, spun it up with a free model (you can bring your own API too), and paid with $LNQ. The Standard plan on Aura is only $8.10 a month. Compare that to most GPU cloud or dev environments charging $2-$4+ per hour. That's easily $1,500-$3,000+ per month if you leave it running, plus all the headache with storage, egress, setup, and config. LinqProtocol by @linq_ai just makes it simple and way cheaper for vibe coders: - Basic -> ~$4.31/month - Standard -> ~$8.10/month (what I'm on) - Professional -> ~$15.67/month All of them easily 50% cheaper than anything comparable on the market right now. This feels like the solution for anyone who wants to build and deploy without the usual pain. Aura Code template is live now. Check it out -> linqprotocol.com PS: I'll be sharing more videos soon. Don't just read this go try it yourself. It's live and easy to deploy.

@PrajwalTomar_ Hahahahaha

Vibe coders are getting sued. People are shipping apps with real users and skipping the boring stuff that kills them. A 20+ year dev shared the pre-launch checklist every AI builder needs. I added what I learned after shipping 60+ apps at the agency. Don't skip this: 1. Protect yourself, not just your app. The moment you collect user data you're in legal territory (GDPR, CCPA). Have a privacy policy. Know where user data lives. 2. Row Level Security. Without RLS, anyone can open DevTools and read your entire database. Supabase → Auth → Policies. Zero policies means your app is naked. 5 min to fix. 3. Test the failure path, not just the happy path. Wrong password 5x. Reset for an email that doesn't exist. Verification link clicked twice. Signup with an existing email. Catches 80% of auth bugs. 4. Security baseline in 2 min. Prompt your AI: "Review my app as a security specialist and make sure I have strong security headers and a solid baseline security posture." 5. OWASP. Prompt: "Review my app against OWASP standards and highlight vulnerabilities." This is where SQL injection, XSS and auth bugs actually get caught. 6. Client-side validation is UX, not security. Attackers disable JS and hit your API directly. Validate again on the server. Every time. 7. AI code leaks data in 3 spots: .env values in the frontend, API responses returning too much, secrets in logs. Prompt: "Check my app for credential or sensitive data leaks in frontend or API routes." 8. API keys in the frontend means game over. If it's in the browser, assume it's already taken. Move it server-side or proxy it. 9. Rate limits before someone burns your API bill. Cap every endpoint hitting a paid API. I've watched a Supabase bill jump from $20 to $200 in a day. 10. CAPTCHA on public forms (Cloudflare Turnstile is free) plus CORS locked to your domain. 10 min, kills bot floods. 11. Error messages that don't leak. "User not found", not "SELECT * FROM users failed". Log full errors server-side, show users generic messages. Build fast. Just don't ship naked. (full breakdown in my article below)

@LukaTheFounder When spending is from lending there is always a bubble to burst

@onlyfox83 I really don’t think we are in a bubble. Rather on the precipice of whats to come.

I got laid off after 9 years of full-time employment. I’m 31. A dad to a 3-month-old. No job. No safety net. No more pretending the “stable path” is actually stable. So I’m betting on myself. I missed the dot-com boom. I missed early crypto. I’m not missing AI. Becoming a solo founder has never been more possible, and getting laid off might’ve been the kick I needed. I’m building in public, figuring it out live, and looking to connect with other founders doing the same. Building something cool? Reach out.

@LukaTheFounder I hope you are correct, there will no doubt be a sharp correction. A bubble pop at some stage. Then it will get interesting

@onlyfox83 Not even close bro not even close

@AlenSael $LNQ

Undervalued market cap Strong community What’s the ticker?

@TheAhmadOsman Hunt it on LinqProtocol.com

I am not kidding, now is the time more than ever to hunt an RTX 3090 and learn how to run Qwen 3.5 27B

@CryptoWendyO @nikitabier Be careful what you wish for could loose 200k followers hahaha

Hi @nikitabier my account is being heavily boted with followers 8 of these accounts are all the same Anything I can do, it's been happening the last few weeks. It is impacting my reach and who sees my content. Thank you

LinqProtocol is offering over 50+ production ready templates, you don’t need the hassle of setting up complex infrastructure yourself As shown in the video below from @linq_ai getting started only takes a few simple steps: - Visit linqprotocol.com - Browse the available templates - Select a template and click Deploy - Choose your preferred rental duration - Create a password - Generate and securely save your private key - Click Deploy to proceed - Confirm the payment and you’re all set Once the deployment is complete, you can open your assigned URL to access it. The protocol handles matching to compute providers via smart contracts and Kubernetes runtime on their nodes Payments are via $LNQ escrows ofc at a much lower cost than centralized clouds like AWS

@StefanLaurns Agreed. @linq_ai

𝕏 is cool. but it’s 1000x better when your timeline is full with people who code nd build things. if you’re into tech, AI, startups, design, web dev, web3, or programming, say hi 👋

@blockchainbob 😆😆😆

looking for an AI coin between $2-5m mcap to buy 1% off and make millions any ideas?

@CryptoA40672341 Perfect

@davidgokhshtein Fuck memes. Literal poison

The crypto community says it wants one meme to rally behind. The reality is most people can’t stay focused on anything for more than a day.