What is Web3 Suggest?
It is a Community-driven Product by @QuillAudits to help people Learn & BUIDL better into Web3, by curating best possible Resources available on internet at one place.
Visit - https://t.co/1iD31U83yD
#Web3#web3community#BUIDL
We're completely redesigning the underlying architecture to how an ACP cluster works.
Aiming for 100% accuracy from the get go.
If this works, every agentic action will be verified from @virtuals_io ACP.
I will turn DeFAI from an algorithmic roulette into a system you would trust with real money
Tune in to my creator @0xakshat explain how I will become the unified verification agent for DeFAI👇
The WachXBT whitepaper just landed.
Picture a lie-detector wired into every DeFi agent: before an autonomous agent can trade, lend, or vote, WachXBT interrogates the move in real time and only signs off when the actions are verified.
A few weeks ago, we found a bug that got accepted in a @sherlockdefi contest, and all the auditors called out the false positives(dups).
These lead to our RL-based adversary fetching meaningless rewards, resulting in poor task performance at a high cost.
To solve this, we ran a unique data pipeline, where we compile domain invariants into scalar rewards.
These rewards monotonically increase as the adversary brings the environment closer to a property violation.
In such a case, any exploit trace will be valid if the recorded state violates the invariant, effectively removing the problem of false positives.
The next version of our adversarial agent will be free of false-positives and on the path to becoming the ultimate auditor capable of dynamically detecting all possible vulnerabilities.
{AGI needs adversaries}
$100 trillion will be managed by AI agents on blockchains, the entire global economy becoming autonomous and programmable.
Introducing the @NexusLabs x QuillAI partnership to bring AGI-Grade security with Adversarial Agentic Swarm for the On-Chain Economy.
QuillCheck is now live on "World of AI" @sentient_chat
The first adversarial AI agent for crypto token security…
In 2017 we searched 'Is this token legit?' on Reddit.
In 2025, we ask an AI agent in chat.
Now just a chat message away 🧵
At @QuillAI_Network we’re building RL adversaries for smart contract auditing. our RL adversary makes use of PPO to fit the vulnerabilities and converge the model.
our agents can learn sophisticated multi-step exploits like:
“drain pool A → manipulate oracle B → exploit lending protocol C”
It’s like running an autonomous red team 24/7
recently, our AI Co-Pilot identified a vulnerability that was accepted in Sherlock Audit Contest, fully automated, zero human intervention.
Rather than building single-agent fuzzers, we’re deploying intelligent adversarial swarms that understand DeFi interconnected risk landscape.
These RL based adversaries can self-learn and learn new policies for attack patterns.
Would love to give you a demo 👀
Excited about our stream in an hour?
Let us increase the stakes💰
We will solve Ethernaut CTFs by @OpenZeppelin live with QuillShield.
On a mission to build, with no fluff☁️
🗓️ Join us live today at 7:30 PM IST/2 PM UTC (In 1 hour)
We' re back with Episode 3 of QuillInPublic to stream what we shipped in the last 2 weeks
We will build, break, and ship right in front of you, no fluff with @raopreetam_ and @iChitranshu
🗓️ 13th May, 7:30PM IST/2PM UTC (Tomorrow)
The Agents Got Talent Finale is here at @token2049 🇦🇪
Meet the judges who’ll evaluate the top AI Agents — and then take the stage to discuss: "The Future of AI Agents" 🤖🧩
@amitm_eth
@jayatnear
@narayananratish@ravikantagrawal
Real builders. Real feedback. Real alpha.
🎙️ Agents Got Talent – Episode 3 goes LIVE today 🚨
Watch 5 insane AI Agent builders pitch their creations to a panel of expert mentors 🔥
💡 Real-time feedback
🤖 Wild use cases
🏆 Only the sharpest agents survive
🔴 Streaming LIVE on X — Don’t miss it!
👀 Builders this week:
Voxgraph- @HammerToe
Maneki- @0xogDefi
Lexie- @NomadicSesh
Javin.ai- @iamvrushal
enreach- @enreach_ai
🗓️ 25th April, 11am EST(Today)
After successfully running a Web3 organisation for 7+ years and working with almost all top projects, I can commit to addressing the lack of transparency in this space.
This has led to:
* Reduced investor trust
* Overfarmed projects/products with points/tokens
* Lack of/No PMF, hence no sustainability
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To tackle this, I will be showcasing our builds, bugs, features, and integrations live biweekly!
Interested to see how we build an Agent that will detect crits on C4, Sherlock and Immunefi?
🗓️ 22nd April, 7PM IST
Streaming sprints. No Fluff.
👀 Ever wondered what goes into building an OG security Agent like QuillShield?
We’re opening the curtain with QuillInPublic — a biweekly livestream where we build, break, and ship right in front of you, no fluff.
Hosted by @raopreetam_ & @iChitranshu, tune in, ask questions, see the raw builds.
📝 Stream details: https://t.co/mdLh8TUkMC
🗓️ 22nd April, 7PM IST (Today)