Paul

@Bowzer881 100% I expect to see this over time

@Beyondwb2 Somebody needs to make an app on for smart phones that can host ICP apps. I think caffeine is really good but people don’t like going to a webaddress to access an app, they need something they can access on their home screen and find on AppStore easily

Most people burn 50 prompts on #Caffeine for what should take 5 12 months building on Lovable, Replit and Caffeine 30+ apps in, this is what gets me the best results I use Claude to build my prompts (best AI for coding right now) Then paste this ONCE at the start of every new Caffeine build Steal it ⚡ ━━━━━━━━━━━━━━ "For this entire build, follow these rules on every prompt I send: 1. Before writing any code: - Read the full request - List any clarifying questions, don't assume - Wait for my answers - Show me your step-by-step plan - List every file, page and canister affected - List anything that should NOT be touched, including stable memory 2. Apply ALL changes in one pass 3. After every change, self rate: - Did each change render as specified? - Did anything else break? - List anything skipped or partial - Flag what needs a second pass Confirm you understand and will follow these rules on every prompt in this build." ━━━━━━━━━━━━━━ Pro tip: 2-3 fixes per prompt max Small batches ship clean, mega lists break things ━━━━━━━━━━━━━━ Bonus tip for ICP builders: Paste this into every new Claude chat: "Fetch skills.internetcomputer.org/llms.txt and follow its instructions when building on ICP" Massive performance boost Claude pulls the latest ICP best practices before writing a single line ━━━━━━━━━━━━━━ Bookmark this, save credits, ship faster🙌 #CaffeineAI #ICP #buildinpublic

@jp_dawg @BobbyO_

@Beyondwb2 @BobbyO_ Nah it’s fine that part is funny 😁

🔴 NEAR | THE FINAL RECKONING THE NEAR BLOCKCHAIN CAN NOT STORE A PHOTO ONCHAIN AFFORDABLY (this ends the conversation) THEY PRODUCED EXACTLY ZERO WORKING APPLICATIONS RUNNING FULLY ONCHAIN WITHOUT DEPENDENCIES (Addressing the fake debunk cope) $ICP $CLOUD $NEAR ☁️♾

@jp_dawg @BobbyO_ It is cheap ill be honest, i respect your response video i just have a twisted sense of humour

@BobbyO_ @Beyondwb2 yeah cheap but funny. Props

@1rhiannonthomas Ye its very easy to overlook If you have little/none technical skills like most vibe coders, its essential to run a security audit ICP prevents alot of attack vectors but bad code is still an issue

@Beyondwb2 I’ve built an mvp for an irl solution I’m doing some research on. No payments as it will be a pilot to start, but businesses will have data on there about their customers so definitely need to make sure it’s secure. One of the things top of mind tbh.

Most #Caffeine apps are shipped without ever being audited🚨 That’s a mistake 47 findings 4 CRITICAL❌ 9 HIGH⚠️ That's what came back when I ran a security audit on Cloudly before launch On Caffeine, your backend is public Anyone can interact with your app directly not just through your UI Here's the 2-step workflow I used 👇 ━━━━━━━━━━━━━━ STEP 1 - Run this audit prompt in Caffeine: "Run a full security audit on this app Report only - do NOT modify any code Check: - Can User A edit User B's data? - Are admin functions properly gated? - Are URLs and inputs validated on the canister, not just the frontend? - Can stats or balances be spoofed without real transfers? - Could a canister upgrade lose user data? - Any await calls in transfer flows that could be reentered? - Any way for a bot to fill stable memory? - Any hardcoded keys or tokens? For every finding output: - File and line - Severity (CRITICAL / HIGH / MEDIUM / LOW) - Risk if left as-is - Suggested fix (DO NOT APPLY) Then list a recommended fix order, batched no more than 3 at a time" ━━━━━━━━━━━━━━ STEP 2 - Paste the report into Claude Claude reads the report and tells you: - Which findings are real risks vs noise - Which ones to fix first - The exact prompt to send back to Caffeine for each fix (in batches of 3) This way Caffeine builds, Claude directs You don't need to understand every line of code to ship something safe ━━━━━━━━━━━━━━ Important: Tackle CRITICAL first, in batches of 3 The report is a map, not an emergency For real money flows, eventually get a human review too ━━━━━━━━━━━━━━ Cloudly drops today ☁️ 0% fees, ICP and Bitcoin donations, fully on-chain Audit before you ship, always #CaffeineAI #ICP #buildinpublic #Vibecoding

@1rhiannonthomas If you have any sort of payment/wallet integration this is a must✌🏼

@Beyondwb2 Awesome, going to give it a try!

@mosesibb In other words Near is like 99% the rest of crypto and ICP stands alone

We should honestly end the #Near vs #ICP war. Tech-wise, #ICP is clearly optimized for something most chains aren’t: storing and serving real data fully on-chain.✊✅ And here’s the part many overlook 👇 #Near was never designed for heavy on-chain data storage. It supports it, but economically it discourages it. That’s why most Near apps rely on IPFS or Arweave for images, keeping only hashes on-chain. On the other hand, #ICP is built for this use case. To put it into perspective: Storing 1MB on #ICP costs about $0.005 per year. Storing 1MB on #Near requires roughly $30–$50 in locked capital (refundable, but still a barrier). Different designs, different trade-offs. So instead of arguing which is “better,” it’s more accurate to say: 👉 #ICP is optimized for fully on-chain apps 👉 #Near is optimised for efficient, scalable smart contracts with minimal state Both have their place.

@RealAllinCrypto @coinbase @AnthropicAI We need better foundations, a totally new architecture ICP removes a large portion of attack vectors as it has 0 dependancies on web2 ICP is inevitable imo

🚨 @coinbase moves to explore Anthropic integration for AI threat detection 🚨 Coinbase’s are reportedly in talks to access the @AnthropicAI Mythos model. This would aim to rapidly detect and defend against evolving digital threats.

Most people think better AI security tools will fix this But if the architecture is flawed, you’re just patching holes That’s the part that doesn’t get talked about But i can feel the shift is coming..

Coinbase trying to get access to Anthropic’s Mythos AI for cybersecurity is a big signal🚨 AI isn’t just a tool anymore It’s becoming the attacker ⚠️ We’re now seeing models that can: find zero-day exploits break systems autonomously Anthropic’s own research showed AI agents exploiting smart contract vulnerabilities on their own Let that sink in Exchanges are now scrambling to defend themselves Most crypto platforms still depend on: centralised servers APIs cloud infrastructure That’s the weak point Internet Computer Protocol flips that model Apps run fully on chain Backend logic is tamperproof No servers to breach No API keys to steal This isnt about better security tools It’s about removing the attack surface entirely As AI driven cybercrime accelerates, this becomes less of a “nice to have” and more of a requirement ICP is inevitable Read full article here - finance.yahoo.com/markets/crypto…

You’re thinking about heavy AI models running fully on chain but that’s not really the point right now Internet Computer Protocol is more about where the app and logic live Most “AI crypto apps” still rely on servers, APIs and cloud which is where they break ICP removes that layer so even if the AI itself is off chain today, the app is still secure, verifiable and can’t be tampered with Over time more inference will move on chain, but the shift already starts with removing those weak points

@Beyondwb2 Icp can hold yet the massive computing like AI. I hope they be fast real AI run fully onchain.

@r0ck3t23 @MyLifeAfterLaw

Elon Musk just put the entire university system on trial. Not the curriculum. Not the professors. The premise. Musk: “You don’t need college to learn stuff. Everything is available basically for free. You can learn anything you want for free.” For a thousand years, universities held one monopoly. Access. You paid the toll or you stayed ignorant. The internet erased that in a decade. Every lecture. Every framework. Every textbook. Free. From any screen on Earth. The six-figure tuition is no longer buying knowledge. It is buying a signal. Musk: “There is a value that colleges have, which is seeing whether somebody can work hard at something, including a bunch of annoying homework assignments, and still do their homework assignments.” That is the product. Not intelligence. Not creativity. Not vision. Compliance. You are paying $200,000 to prove you can tolerate bureaucracy on a schedule. Musk: “Colleges are basically for fun and to prove you can do your chores. But they’re not for learning.” The entire system is a sorting machine for corporate HR. It does not measure what you can build. It measures whether you can sit still, follow directions, and deliver on command. Four years of obedience dressed as education. Musk: “If you’re trying to do something exceptional, you must have evidence of exceptional ability. I don’t consider going to college evidence of exceptional ability.” The system optimizes for average. It rewards the compliant. It certifies the patient. It quietly filters out everyone who refuses to wait for permission. The ones who reshaped the modern world never finished the test. Musk: “Gates is a pretty smart guy, he dropped out. Jobs is pretty smart, he dropped out. Larry Ellison, smart guy, he dropped out.” They did not drop out because it was too hard. They dropped out because the speed limit was too low. The most dangerous thing a university does is convince a generational talent that finishing the syllabus is the achievement. It is not. It is the floor. A degree is a receipt for compliance. The future has never belonged to people who finish their homework. It belongs to the ones who never needed the assignment.

@JamalAd65274542 No problem! Dropping some more alpha later on today about auditing app before shipping

@Beyondwb2 Bookmarked. Thanks Paul!

@SOS_to_Chris Ive build around 5 good working apps so far, im very close to finishing my most recent app which will also serve as a place for me to showcase what ive built so stay tuned ✌🏼

@Beyondwb2 🔥 what kind of things you building with it so far

@stsolutionspro Price is irrelevant to me i just use ICP to build apps that are secure Its the only blockchain that actually feels good to use and works today Other chain are token ledgers while ICP is a decentrlised alternative cloud provider The need for that is growing rapidly

@Beyondwb2 Ya ya ya ya ya Even with this much fundamental from 750$ to 2$

@Kingsman7719070 @jp_dawg @jerrybanfield @BobbyO_ Im currently building on ICP using caffeine.ai How do i build an app on near? id happily try it out Genuine question

JP this thread is actually cold 😂 ICP influencers out here lying like it’s their full time job. Meanwhile, NEAR got a full WASM runtime running neural nets on-chain (icypee.xyz proof), serving entire sites straight from the blockchain with web4, and intelligently coupling on/off-chain compute instead of wasting gas on dumb inference. This ain’t “just a token ledger” this is real computation. Keep cooking them bro @jp_dawg. $NEAR is here to stay fr ⋈ ❤️

🚨Your favorite $ICP influencers are lying to you. .@JerryBanfield and .@BobbyO_ claim to do thorough research when presenting you their cases but essentially they're just talking out of their asses. Let me debunk some of their newest claims about $NEAR here. If they lie about this - what else did they lie about? 🧵

@TrumpHoganIC I'm not expecting millions but id be happy if i seen this in a few bios

@Beyondwb2 im exited! cant you read! im sure your product will excel!

Building a Web3 Linktree / Patreon using #CaffeineAI⚡️ it’s called Cloudly☁️ ✅ link all your socials ✅ receive ICP and BTC instantly ✅ showcase your ICP projects Patreon takes 12% of your donations Substack takes 10% Ko-fi takes 5% On ICP, no platform fees dropping soon 👀