SFG Engine

Traders lose millions to honeypots every week. Most scanners were built to react Too slow Too shallow Too easy to bypass We built something different. SFG Engine is a real-time safety layer that protects traders before they buy. Live Multi-chain Sub-second execution. Already in use. Not another scanner It’s not a demo It’s not a concept It’s a working engine designed for the reality of today’s markets. $SFG is launching on the @virtuals_io protocol. 🗓️ March 5 mark your calendar. app.virtuals.io/prototypes/0x5… Watch the video to see how SFG works and why prevention matters more than detection. Everything you need to know in 2 minutes.

Gm to our community 😌SFG team wish you a great weekend ahead. We continue building behind the scenes, by next month Sol chain will be fully integrated in our engine, avaliable on TG app and website, also api for developers. We appreciate all of you,best regards SFG Engine ❤️

Soft rugs are worse than honeypots. You can sell just not your size. Most tools say “safe” because small test sells go through, the contract looks clean, and there are no obvious red flags. Then you try to exit real size and the transaction fails or silently eats 40–80% in hidden tax. This is exactly why static analysis fails. It reads code, not behavior. A contract can look perfectly safe in source code while dynamically changing tax based on sell size, timing, or wallet state. You won’t see that by reading lines of code SFG Engine doesn’t rely on static checks. It evaluates real execution against live contract state the actual trade path and outcome before you commit capital. That’s the difference between a scanner and infrastructure.

Came across an interesting token verifier called SFG Engine. Seems they launched almost 2 weeks back on @virtuals_io with their $SFG token. (I missed it 🫣) What they do is simulate the trade instead of only reading contract code. The scan shows what actually happens if you interact with the token: ➠ buy blocked • sell blocked • hidden tax • safe to trade ⚙️ Some other things that stood out: • scans run in under 400ms • 21+ datapoints per scan • supports multiple DEXs and chains • batch scanning up to 30 tokens at once Feels like a pretty practical approach to onchain trading security. Might start running some tokens through @SFGEngine before buying. Worth testing on a few tokens yourself. 🐾 Check the product video to get a better feel for it 👇

Gm gm who's active in our community? 👀 Yesterday core engine was get an update, now you can see exact tax before trade any token.

Did a quick token scan with @SFGEngine and Here’s how the simulation works 👇

@hemythechamp_ Very solid post, showing deep knowledge and understanding the key points, like it.

𝐌𝐨𝐬𝐭 𝐭𝐨𝐤𝐞𝐧 𝐬𝐜𝐚𝐧𝐧𝐞𝐫𝐬 𝐢𝐧 𝐜𝐫𝐲𝐩𝐭𝐨 𝐝𝐨 𝐨𝐧𝐞 𝐭𝐡𝐢𝐧𝐠: They read the code and guess if a token is safe. For someone new to crypto, this basically means most tools look at the 𝐭𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐢𝐧𝐬𝐭𝐫𝐮𝐜𝐭𝐢𝐨𝐧𝐬 𝐢𝐧𝐬𝐢𝐝𝐞 𝐚 𝐭𝐨𝐤𝐞𝐧’𝐬 𝐬𝐦𝐚𝐫𝐭 𝐜𝐨𝐧𝐭𝐫𝐚𝐜𝐭 and try to predict if it’s dangerous. Think of it like reading a recipe and guessing how the food will taste without actually cooking it. Sometimes the guess is right. But sometimes the recipe looks fine… and the meal still turns out terrible. The same thing happens with many tokens. A contract can look perfectly clean… yet still hide traps like sell blocks, hidden taxes, or honeypots that only show up the moment you try to trade. And if you’ve been in crypto long enough, you’ve probably experienced something like this: You ape into a new token. Price pumps. You’re feeling like a genius. Then you try to sell. Transaction failed. You try again. Still failed. You refresh the chart… and suddenly realize the token has a 20% hidden tax and a sell restriction. Congratulations. You’ve just met a honeypot. This is exactly the gap @SFGEngine is solving. Instead of just scanning contract code like most tools, SFG Engine actually simulates the trade itself before you interact with the token. So rather than guessing what might happen… It tests what will happen. The engine runs a real on-chain trading scenario and returns a clear outcome. You instantly know whether: ➥ Buying is blocked ➥ Selling is blocked ➥ A hidden tax exists ➥ Or the token is actually safe Because the reality is simple: Many scam tokens don’t look dangerous in the code. They only reveal the trap during the actual trade execution. That’s the moment SFG Engine focuses on. Speed also matters when trading on-chain. Nobody wants to wait minutes for a security check while the market moves. SFG scans run in 𝐮𝐧𝐝𝐞𝐫 𝟒𝟎𝟎𝐦𝐬, and batch scanning can process 𝟑𝟎 𝐭𝐨𝐤𝐞𝐧𝐬 𝐢𝐧 𝐩𝐚𝐫𝐚𝐥𝐥𝐞𝐥 𝐢𝐧 𝐮𝐧𝐝𝐞𝐫 𝟏.𝟓 𝐬𝐞𝐜𝐨𝐧𝐝𝐬. Each scan returns 21+ datapoints, including: ➢ Tax structures ➢ Liquidity depth ➢ Bytecode risk flags ➢ Holder concentration ➢ Activity trends ➢ Market statistics So instead of a simple “safe or scam” guess, traders get a deeper understanding of the token before risking capital. This turns a basic scanner into a real-time decision engine for both traders and AI agents. Coverage is already expanding across major ecosystems, including: ➣ Uniswap V4 ➣ Aerodrome CL ➣ PancakeSwap V2/V3 ➣ Base ecosystem liquidity pools And importantly, this isn’t just a concept or whitepaper idea. The system is already live through a 𝐰𝐞𝐛 𝐚𝐩𝐩, 𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦 𝐌𝐢𝐧𝐢 𝐀𝐩𝐩, 𝐀𝐏𝐈 𝐚𝐜𝐜𝐞𝐬𝐬, 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝐛𝐨𝐭𝐬 𝐚𝐧𝐝 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬. Now let’s talk about the primary KPIs driving the project. The goals are straightforward. First, 𝐛𝐫𝐢𝐧𝐠𝐢𝐧𝐠 𝐧𝐞𝐰 𝐮𝐬𝐞𝐫𝐬 𝐚𝐧𝐝 𝐨𝐫𝐠𝐚𝐧𝐢𝐜 𝐭𝐫𝐚𝐟𝐟𝐢𝐜 into the ecosystem through the web app and Telegram Mini App. Second, 𝐢𝐧𝐜𝐫𝐞𝐚𝐬𝐢𝐧𝐠 𝐬𝐜𝐚𝐧 𝐯𝐨𝐥𝐮𝐦𝐞 𝐚𝐧𝐝 𝐚𝐜𝐭𝐢𝐯𝐞 usage, turning the engine into a daily tool traders rely on. Third, 𝐞𝐱𝐩𝐚𝐧𝐝𝐢𝐧𝐠 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬, including trading bots, AI agents, and B2B clients that can plug the SFG Engine directly into their systems. And finally, building mindshare on X as the default on-chain security layer for traders. Because in a market full of traps, rugs, and “devs who suddenly disappear after launch,” the biggest advantage isn’t just information. It’s knowing the outcome of a trade before you take it. That’s the shift @SFGEngine is pushing forward. And if you trade on-chain long enough… if you ask me Scanning before buying is a lot cheaper than learning the hard way.

Greetings to our community SFG Engine wish you all an beautiful day ahead. What's the most wanted feature you're seeking on our website? 👀 Did you use engine before executing trade or to get score & metrics and holder's concentration?

@based_elnen Much more features will be delivered this summer ❤️we appreciate your words

@SFGEngine Love volume and holders section in the scanner 🫶

Send me bullish projects on Base 👀 Need alpha today 👇

GM From SFG Engine, 30 days ago that numbers was 28. Now we have active users per week at least 904,month active users 3307. Total who was visited website 29 400 users,we are proud to share with you those numbers,people start to understand the key principe between code analyze and our core tech. That is just the beginning of an long journey we will continue to build and integrate much more features,the key mission is to become a new secure standart everywhere and make SFG brand,integration with dexes,wallets,base ecosystem,virtuals. Behind the scenes we active collab with @base and @virtuals_io that will be a hard and not an easy way but we will hit that one day,and become much bigger. Alpha info for our community ( Terminal is coming this summer )

Gm to our community, thinking to push another GW 500 usdc prize 🏆 pool exclusive to our community. We active monitoring people who's active and engage with us. Keep notif on, know the exit before you enter.

@qazeem123 Very solid post, always appreciate people who understand the game. This summer we will deliver much more.

After spending time researching @SFGEngine, one thing became clear. This project isn’t trying to follow trends. It’s trying to build the engine behind them. While most projects chase hype, @SFGEngine is focused on infrastructure that could power the next wave of on-chain intelligence. Yesterday, I introduced @SFGEngine. Today, let’s go deeper. Because this isn’t just another random project trying to ride the AI narrative. SFGEngine is building a system designed to power the next wave of intelligent on-chain tools. And most people still haven’t realized it yet. Think about where crypto is heading right now: • AI agents • automated trading systems • predictive analytics • on-chain intelligence All these things need a powerful backend engine to function efficiently. That’s the gap @SFGEngine is positioning itself to fill. Instead of building just a single tool… SFGEngine focuses on creating an engine layer that developers and projects can plug into. Meaning: One infrastructure → Multiple AI-powered products. That kind of positioning is how real ecosystems are built. And the interesting part? The team is not just talking. They’re steadily building the foundation that could support multiple AI-driven applications inside the crypto space. Quiet builders often move the market later. If there’s one lesson I’ve learned on CT, it’s this: The projects that win long term are not always the loudest… They’re the ones building the rails while everyone else is chasing hype. That’s why I’m paying attention to @SFGEngine. So if you’re someone who likes spotting projects early… It might be worth keeping @SFGEngine on your radar. When the narrative finally shifts to AI infrastructure, people will start looking for the projects that were already building. And by then… it might be late. I’ll keep breaking this project down in the coming days. Follow along if you want to learn more about @SFGEngine before the crowd catches on.

@SyncNed ETH chain was added also, much more features will be added soon 👀

Coverage is a major advantage. @SFGEngine already supports Base and BSC trading environments including 👇 Uniswap V2, V3, V4, Aerodrome CL, Clanker, Flaunch, Bankr, and PancakeSwap V2 and V3. More chains and protocols are coming.

Gm to our community, SFG Engine wish you all a great day ahead. Bear 🐻 market is the best time to build something trully useful. SFG will be new standard for pre trade security, our early community and supporters will be recognized along the way.

Base is where the action is right now. consumer apps, AI agents, embodied robotics, memes. What i’m watching: ∙ @virtuals_io + @shadowcleague: agents owning physical hardware, robot battles onchain. digital value crossing into the real world. ∙ @Acurast: 225K+ phones turned into paying nodes. the first Base Mini-App that pays you to do nothing. ∙ @legendofbaseapp still #1 mini-game. skill-based combat arenas next. ∙ $BRETT holding the cultural anchor. ∙ @SFGEngine: execution-grade token verification. 99.4% accuracy, <400ms, onchain. not a scanner. a safety primitive for the agent economy. Wallet, social, payments, compute, games. one place. What’s your #1 Base narrative? 👇

Top 10 Projects Of The Week on Base 1. @sfgengine - dropping their $SFG token and building critical execution grade AI security infrastructure, delivering three layer token verdicts in under 400ms to wipe out scams 2. @acurast - launching their new explorer and solving centralized compute by turning over 230k mobile phones globally into a massive permissionless node network for secure AI workloads 3. @avantisfi - pushing DeFi accessibility to the max by introducing zero gas perpetual futures trading, completely removing friction for seamless access to global onchain markets 4. @blockrunai - hitting massive adoption with over 254k transactions by offering builders a single USDC based API to easily access more than 30 different AI models cost effectively 5. @felixcraftai - proving massive utility in the creator economy by generating 130k in revenue this month alone as an AI agent assisting with content ideation and drafting 6. @ethos_network - dropping a fresh human verification model built heavily on social attestations and slashing mechanics to permanently solve the growing bot problem on the chain 7. @gizatechxyz - unveiling giza world to streamline decentralized finance, packing powerful AI agent toolkits into a single unified interface for seamless onchain capital interactions 8. @framedotfun - pushing the builder economy forward by introducing builder scores, creating a sweet funding loop that rewards solo developers with perks such as claude code subscriptions 9. @azuratrade - completely changing the cross chain game by dropping a new platform with zero trading fees, zero gas, and absolutely no bridging needed across major networks 10. @luly_io - revealing their heavy roadmap for a global learning hub featuring wallet based tracking and solid rewards for completing courses to onboard massive communities The builder energy is absolutely insane right now, keep watching these plays.

@emman57631 Very solid post, appreciate your work.

most people scan a token, see "no issues found" and ape in. that's the problem, code scanners read what a contract says. SFG Engine tests what it actually does routes a real transaction on chain, attempts the buy, attempts the sell, watches what comes back. not a simulation. actual execution. ~400ms, no wallet, no gas. and it tests at multiple amounts. because soft rugs let $50 through and block $500. test once and you miss it entirely. the result isn't a score, these tokens appear: 1. ✅ Safe: buy, sell, tax all verified. 2.🚫 Buy Blocked: contract rejecting entries. 3.🚫 Sell Blocked: honeypot, you're trapped. 4.⚠️ Hidden Tax says 5%, takes 47% 5.⚠️ Soft Rug: works small, blocks when it matters a code scanner passes most of these. SFG catches all of them. reading code tells you what a contract is supposed to do. testing on chain tells you what it will do to your money. those are two completely different things and that's why @SFGEngine is the standard. drop a contract, Base, BSC or ETH, and @SFGEngine will run it live.

ERC-8183 just dropped and it describes exactly what we've been building trustless agent commerce with escrow,evaluation and verifiable deliverables SFG Engine is already live on @virtuals_io ACP doing this today,AI agents call SFG before every trade,get a deterministic verdict,pay per verification through on-chain escrow the standard defines Client → Provider → Evaluator thats literally our flow: trading agent → SFG Engine → verified verdict → execute or skip risk-assessed jobs,reputation-gated commerce,verifiable deliverables — we're not waiting for the standard to be adopted,we're already operating on it the agent economy needs safety infrastructure before every transaction,thats what SFG was built for ERC-8004 for trust ERC-8183 for commerce SFG Engine for verification the stack is forming @virtuals_io @ethereum

ETH is now live on SFG Engine, fully integrated with web app and Telegram Mini App. Base · BSC · ETH - three chains, one engine. Along with this, we also launched a completely revamped dashboard with real-time platform stats, threat alerts, chain activity, verification history - everything in one place. And we're just getting started. What's next? In the next 6 months: → Solana integration. → Chrome extension. → Public API for developers. → Mobile app. → And something big we've been working on behind the scenes. $SFG isn't a token launch - it's the start of a new standard for trading safety infrastructure. We don't stop building in a bear market - we build harder. sfgengine.com @virtuals_io

@Defi0xiSen @Mrvictor2626 Thank you for being active

@Mrvictor2626 @SFGEngine Good afternoon legend

Good afternoon fam @SFGEngine is already live via: • Web application • Telegram Mini App • Virtuals ACP integration • Public API • B2B pipelines That makes it usable for retail traders, bot builders, AI agents, and institutional workflows today not coming soon.